Best 5 free stock market APIs in 2020 - Towards Data Science

Releasing a Decade of Forex Tick Data I Crawled and Converted

Releasing a Decade of Forex Tick Data I Crawled and Converted

Intro:

In my exploration of the world of big data and I became curious about tick data. Unfortunately, market data is almost always behind a paywall or de-sampled to the point of uselessness. After discovering the Dukascopy API, I knew I wanted to make this data available for all in a more accessible format. Over the course of a few months, I downloaded, cleaned, parsed, and compressed over a decade of Forex tick data on 37 currency pairs and commodities. Today I am happy to finally release the final result of my work to the DataHoarder community!

Download Links:

Warning: I have rented a seedbox for the next 3 months from seedbox.io but I have been having some issues. If you have any issues with the torrent please leave a comment. Also, PLEASE SEED when you are done. This is quite a large data set and I can only push so much data on my own.
Torrent File: https://drive.google.com/file/d/18ymZWeFLJK7FggK_iiWZ-TxgWIVdJVvv/view?usp=sharingCompanion Blog Post: https://www.driftinginrecursion.com/post/dukascopy_opensource_data/

Stats Overview:

Totals Quantities
Total Files 463
Total Line Count 8,495,770,706
Total Data Points 33,983,082,824
Total Decompressed Size 501 GB
Total Compressed Size 61 GB

About the Data:

The data was collected from https://www.dukascopy.com/ via a public API that allows for the download of tick data on the hour level. These files come in the form of a .bi5 file. The data starts as early as 2004 all the way to 2019.
These files were decompressed, then merged into yearly CSV’s named in the following convention. “AUDCHF_tick_UTC+0_00_2011.csv” or ‘Pair_Resolution_Timezone_Year.csv’
These CSV’s are split into 3 categories “Majors”, “Crosses”, “Commodities”.
Majors, Crosses, and Commodities have had their timestamps modified so that they are in the official UTC ISO standard. This was originally done for a Postgresql database that quickly became obsolesced. Any files that have been modified are appended with a “-Parse”. These timestamps have been modified in the following format.
Millisecond timestamps to UTC +00:00 time [2017.01.01 22:37:08.014] -- [2017-01-01T22:37:08.014+00:00]
https://preview.redd.it/x6g277skfiu51.png?width=1399&format=png&auto=webp&s=35cd6735c1826424580919ac3377612377a3107c

User Resources:

For those looking to use this data in a live context or update it frequently, I have included a number of tools for both Windows and Linux that will be useful.

Windows

The ~/dukascopy/resources/windows folder contains a third party tool written in java that can download and convert Dukascopy’s .bi5 files. I have also included the latest zstd binaries from Zstandard Github page.

Linux

Linux is my daily driver in 99% of cases, so I have developed all my scraping tools using Linux only tools. In the ~/dukascopy/resources/linux folder you will find a number of shell script and pyhton3 files that I used to collect this data. There are quite a few files in this directory but I will cover the core ones below.

download-day.py:

This file is used to download a single symbol for a single day and then convert and merge all 24 .bi5 files into a single CSV.

download-year.py

This file is used to download a single symbol for a full year and then convert and merge all .bi5 files into a single CSV.

dukascopy.py

This file contains all the core logic for downloading and converting data from dukascopy.

utc-timestamp-convert.py

This tad slow but works well enough. It requires the pandas project and parses timestamps into the UTC ISO standard. This is useful for those looking to maintain the format of new files with the those in this repo, or those looking to use this in a SQL database.
submitted by jtimperio to DataHoarder [link] [comments]

APIs offered by brokers and data platforms

I’ve been looking for a broker that has an API for index futures and ideally also futures options. I’m looking to use the API to build a customized view of my risk based on balances, positions, and market conditions.
Searching the algotrading sub I found many API-related posts, but then when I actually read them and their comments, I found they’re often lacking in real substance. It turns out many brokers or data services that have APIs don’t actually support index futures and options via the API, and instead they focus on equities, forex, or cypto. So here’s the list of what I’ve found so far. This isn’t a review of these brokers or APIs and note that I have a specific application in mind (index futures and futures options). Perhaps you’re looking for an API for equities, or you just want data and not a broker, in which case there may be a few options. Also, I’m based in the US so I didn’t really look for brokers or platforms outside the US.
If you have experience with these APIs, please chime in with your thoughts. Also, I may have missed some brokers or platforms. If I did or if you see anything that needs correction please let me know.

Platform Notes
ADM Investor Services No API
Ally Invest Does not support futures instruments
Alpaca Only supports US Equities
Alpha Vantage Does not support futures instruments
AMP Broker with a huge number of platforms available including some with APIs
ApexFutures No API
Arcade Trader No API
AvaTrade Does not support futures instruments
Backtrader Not a data feed; otherwise looks cool but also looks like a one-man shop
Cannon Trading Broker with a variety of platforms, some have API access such as TT
Centerpoint No API
Charles Schwab API does not support futures instruments
Cobra No API
Daniels Trading No API
Discount Trading Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
Edge Clear Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
Eroom Now part of Dashprime. Offer a variety of APIs including CQG, TT, CBOE's Silexx, and others via FIX.
ETNA Trader Only supports equities, options (including multi-legs), ETFs, Mutual Funds (Forex with cryptocurrencies coming soon)
ETrade API seems robust but OAuth authorization needs to be refreshed via login once per 24 hours
Futures Online No API
Gain Capital Futures API available, based on .NET; unsure if they are open to retail clients
GFF Brokers Broker with a large number of platforms including some with API access
High Ridge Futures Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
iBroker API available; contact them for more info
IEX Cloud Looks great but does not support futures instruments
Infinity Futures JSON API available; contact them for more info
Interactive Brokers Client Web API looks promising if clunky
Intrinio Supports futures instruments but is expensive
Koyfin No API
Lightspeed C++ API available
marketstack API for equities available. Does not support futures instruments.
Medved Trader Windows app with a streaming API to various data sources and brokers. See comment below about API beta access.
NinjaTrader Does not support futures options
Norgate Data Not a broker; supports futures data for $270/year
Oanda Forex only; API last updated in 2018
Optimus Futures Broker with a large number of available platforms including some with API access
Phillip Capital Broker with a large number of available platforms including some with API access
polygon.io Expensive but looks slick; does not support futures instruments
Quandl API looks solid; $49/monthly for personal use, does not allow distributing or sharing data; not a broker
Quantconnect Does not expose raw data
Quantopian Does not expose raw data
Quantower Software that connects to multiple brokers and data feeds; API to their software via C# interface
Saxo Markets Broker with extensively documented API
Stage 5 Trading API available through Trading Technologies
Straits Financial Broker with several platforms available including some with APIs such as CQG, R
Sweet Futures Broker with a large number of available platforms including some with API access
TastyWorks There's an unofficial Python API
TenQuant.io Does not support futures instruments
ThinkorSwim Does not support futures instruments via the API
Tiingo Free account tier but does not support futures instruments
TradePro Broker with a number of platforms available; unclear if any are available with API access
Tradier Free developer API account for delayed data but does not support futures instruments
TradeStation Nice looking API docs and supports futures instruments; requires opening an account and a minimum balance of $100k and there’s no trial available
TradeFutures4Less Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs
TradingTechnologies API looks robust; pricing starts at $700/month
TradingView Does not expose data API
Tradovate Technologies API exists, documentation unknown; need to talk to their account team
Wedbush Futures Broker with several platforms offered, a few of which have API access
WEX .NET/COM only; pricing not disclosed on website
Xignite Pricing not disclosed on website but they do support futures instruments
Yahoo Finance API Available through RapidAPI or via direct access; but it’s discontinued and unreliable
Zaner Broker with a variety of platforms including CQG, Rithmic, TT, some with APIs

Wow, this list grew longer than I originally thought it would be. If you spot a mistake, please let me know and I’ll correct it.
Edit:
- added Lightspeed API - updated Dashprime to indicate some of the APIs available - added Medved Trader to table - added marketstack to table
submitted by theloniusmunch to thewallstreet [link] [comments]

Integration with Financial Excel Add-In – Excel Price Feed

Integration with Financial Excel Add-In – Excel Price Feed

https://preview.redd.it/j4acwxvwfvr51.jpg?width=1920&format=pjpg&auto=webp&s=77df789ef696a2cdecf2e3266b550083ade09d59
Today we are happy to announce an integration with the financial Excel add-in – Excel Price Feed. Excel Price Feed is easy to use and featureful add-in for Excel owned and distributed by Coderun Technologies Ltd. It was launched in early 2019 and is regularly updated with new features, for EOD Historical Data the add-in has excellent support of Fundamental and End of Day APIs.
https://preview.redd.it/c2m0g8c3gvr51.png?width=723&format=png&auto=webp&s=4968e0e7ac2d1f4f31485ac441dadacdaf7bc825
  • Excel Price Feed is an Add-in that includes 100+ new Excel formulas for live, historical, and fundamental market data.
  • Markets include stocks, stock indices, stock options, mutual funds, ETFs, forex, commodities, and cryptocurrencies.
Learn More and download the plugin on Excel Price Feed page.
Please note that you should have both subscriptions to use this plugin with our data: from EOD Historical Data and from Excel Price Feed. Our subscriptions do not include add-in licensing and it should be ordered separately.
submitted by EOD_historical_data to EODHistoricalData [link] [comments]

Next steps after finishing Trading and Machine Learning specialization

Hello everyone, I just finished a specialization entailing using google AI platform and Big Query ML to develop trading strategies as well as RL agents, yet I’ve only been able to do this on historical data, I was hoping someone who’s already been through all this could advise me on the next steps. I’m looking to now go ahead and create automated trading systems based on the models and Reinforcement learning agents I have learned to develop. The books and courses I have taken have lead me up to what seems to be everything other than actually connecting to a live demo account to go ahead and create an automated system to now play out the models and such. I’ve been using Quandl and Open AI gym, not sure how I transition my agent from a Gym environment to live trading on a demo account because all the books and courses I have taken seem to purposely avoid this step. I’m really looking to use RL for forex trading but I don’t know how I would connect systems to a MT4 GUI, so I was just hoping someone might be able to point me in the right direction about how I should go about connecting an API to my AI platform notebooks to test my models live. Any direction would be greatly appreciated thanks everyone, I’m really looking forward to getting started in the industry; if I can figure this last thing out I don’t think it will be a problem haha, but stuck till then!
submitted by Alien_Love_ to algotrading [link] [comments]

Day Trading API Questions

So I've recently become interested in automated Forex day trading using machine learning (My main experience is with deep-learning) and have been searching online for the best broker to start with. But the resources have been overwhelming and I thought to come here to talk with some more experienced people.
On that note, I'm looking for a Broker with...
-An accurate, fast API (I'm looking to pull historical and real-time data to train and use my network on respectively)
-Low-commission rates, I'm not pursuing this with massive capital, so I was hoping to get the lowest commission rate so as to not have my profit margins eaten up
-Decently trustworthy, cause I don't want to get screwed over
-Has Demo and Live accounts both available to the API, cause I would much rather prefer to test my network paper trading first, but not have a big headache over switching it to Live trading

Sorry if these conditions are too specific (Again, new), but any guidance would be really appreciated!

PS: For those with ML experience, I'm thinking about using a genetic algorithm simply because I haven't used them before, would they be complete trash at day trading?
submitted by TooManyUsernames456 to Forex [link] [comments]

The list of market resources pinned to the top of the sub has been updated!

Hi all,
Just did a quick update to the resources list at the top of the sub to add most of the suggestions I got in the comments. The new additions (mostly in the "GENERAL STOCK MARKET RESEARCH" category, but also added some in the Fundamental Analysis section and the blogs/misc resources section) Here are some of the new additions - thanks for all the suggestions! Bolded ones are ones I have used myself and just missed adding in the first post.
Click here for the full list or just check out the original post at the top of the sub. Have fun tinkering w/ everything all weekend!
submitted by ghostofgbt to StockMarket [link] [comments]

Are you a successful Algo Trader? Can you please share your background?

I'm new.
I'm trying to see if Algo Trading is a legit thing.
Are you successful doing it?
When did you start? How long ago?
How long did it take until you became successful?
What's your winning percentage?
How much money do you make?
What platform do you use?
What do you trade? (Forex, options, all the above?)
Do you use Python? (I love python)
What broker do you use?
Does that broker have an API that let's me run python scripts?
Is this the main thing you do for a living?
Do you have a day-job? And just run your bots by day and build them at night?
How much money do I need to start? $100? $1k? $10k?
I'm a Software Engineer. How can I start?
Can you list links to any resources you found useful?
Is a typical Data Scientist background the main background required?
Please share!
Thank you!
submitted by skylothedog to algotrading [link] [comments]

For those of you interested in the algo trading bot I posted a couple weeks ago, I will be releasing a market watcher only version of it (beta) for free

Hi guys, I know a lot of people expressed interest in the algo trading bot I posted about a few weeks ago: https://www.reddit.com/passive_income/comments/c8ocr5/after_months_of_tweaking_ive_finally_got_my_algo/

I thought about it, and I finally figured out how to release it publicly without it impacting my trading.
For the public version, I'm going to strip out the live trading functionality, and have it be a market-watcher only system. Essentially, you'll be able to configure specific strategies, and have it notify you when that strategy has a buy/sell signal emerge (so you'd have to do the trade manually)

You'll be able to run a backtest on any particular planned trading pair (eg USD-TSLA, BTC-ZEC, CAD-GBP), which will output a CSV sheet with backtested data against every possible strategy ordered by profitability.

You'll then be able to create market watchers (what I dub 'Tipsters', essentially live paper-traders) with the following settings:

These tipsters will then watch the market live, and simulate trading/keep track of simulated profitability.
App will have the following features:

There's a couple other 'surprises' I plan on having in the app too, but I'll keep those a secret for now (mostly hilarious stuff, but may wind up being useful).


So the question is, would you make use of something like this? Would you find it useful?
submitted by MrGruntsworthy to passive_income [link] [comments]

CPU needs

I’m planning on building a computer to do a few things and am wondering just how much CPU power I need.
Here is what I’m looking to do: Store options data for all companies for the whole trading day. Store stock data for all companies with options. Store futures and forex data as frequently as possible. Store crypto price data. Connect to Twitter API and other APIs to store third party data. Connect to and store data from several more sources as time goes on. Perform backtesting, and if profitable, implement a live model.
Any thoughts? This would be my first computer that I’ve built, so I really have no idea how much this takes.. would a Ryzen 2700 do the trick? 3900? Threadripper 2950x?
submitted by GlassTemperature to algotrading [link] [comments]

Is there a free datafeed which I can feed backtrader with?

I wanted to say "Free Live Datafeed" but seems I cannot edit the title.
I am new to forex trading/algotrading, but am reading up on it recently. I wrote some simple EAs with metatrader but would like to switch to a general purpose programming language like python, which is when I came across backtrader.
With metatrader, I have the option of opening a demo account with a broker and I can run my EA against the data from the broker. I read in the documentation (please correct me if I'm wrong) that backtrader supports live feeds from three brokers, namely IB, Oanda and Live Trading.
Before I open an account with them, I would like to know if their demo accounts allow me the access to the data that I need to feed backtrader with. So my question do any of their demo accounts allow me to access the live data to feed backtrader?
Another question which is not directly related, in the Oanda page https://developer.oanda.com/rest-live/introduction/ it says that the API version 1.0 will be deprecated. And backtrader seems to be using the version 1.0 https://cookbook.backtrader.com/documentation/live/oanda/oanda/. Does anyone know if version 2.0 support will be added to backtrader?
submitted by i_want_to_ask_smth to algotrading [link] [comments]

【翻译Quora上一篇问答】中国是否正在面临一次银行危机(谈到房地产) by phoebeDD on 2016-10-04

Is China really facing a banking crisis? What are its origins?
(中国是否正在面对一次银行危机?其根源又是什么?)



According to a recent article titled China facing full-blown banking crisis, world's top financial watchdog war
ns published in the Telegraph:
(根据近期电讯文章报道:“世界顶级金融观察者发出警告:中国正在面临全面的银行危机”)
China has failed to curb excesses in its credit system and faces mounting risks of a full-blown banking crisis
(中国已对债务违约失去控制,他们正在面对随之而来的全面性银行危机)
(中国债务/GDP 占比图)


Financial Crises

International Economics

The Economy

China

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以下为回答部分:





Robin Daverman, Dealmaker
Written Sep 27


Ah, but maybe you want to look around a bit and see how China’s total debt is compared with other economies, like this?
(你可能想看看其他经济体与中国的债务情况相比是怎么样的,如下图)

(G10债务分布图)
If you put China’s data on this chart, it will be somewhere around Canada and New Zealand. Guess Which Country Has Debt Of Nearly 1000% Of GDP... Shocking, isn’t it?
如果你将中国的数据插入上图进行比较的话,中国的数据大约会在加拿大和新西兰之间。猜猜看哪个国家债务大约是自己GDP的10倍....(英国)非常震惊吧
UK has almost 1000% Debt-to-GDP ratio, compared with China’s < 300% Debt-to-GDP ratio, mostly because of that over-sized financial debt - at the end of the day, the government must stand behind it. On top of that, the UK has no resource to sell, hardly any industry left, going through a divorce with EU, and almost never ever meets her fiscal targets. And yet, UK, with its near 1000% debt-to-GDP ratio, is still viewed as the gold standard among safe havens. PRESENTING: The Rosetta Stone Of The Entire Sovereign Debt Crisis Why? Because UK issues debt in her own currency. And who prints the pound? The UK government.
英国的债务/GDP占比将近1000%而中国只是小于300%,其原因是其过于庞大的金融债务——政府最终将不得不为之站台。在此之上,英国没用可出售的资源,没有任何本国工业,正在脱离欧盟,而且英国基本上从来没有达成其财务目标。即使如此,英国仍然被某些传媒视为安全经济体的黄金标准。其原因就是英债都以英镑的方式结算。那么是谁印英镑的呢?英国政府。
Then you take a look at Japan, wow that’s 600%+ debt-to-GDP ratio! But - Japan’s debt is not only mostly internal, in Japanese Yen, but also with 0% or even negative interest. You can roll this kind of debt over practically forever. That’s why people have been yelling about Japanese debt for the last 20 years, and nothing happens.
然后你看看日本,将近600%的债务/GDP占比!但是,日本的债务几乎都是内部的,以日元的形式出售的债务,而且日本是0利率甚至是负利率。实际上这种债务你可以无限积累下去(经济常识:如果是负利率,政府只要保持债务不变,多出来的部分会自行消失)。这就是为啥人们对日债担心了20年但屁事没有发生。
Then you take a look at those economies that have blown up on debt:
Argentina: Government/Sovereign debt in USD, with jurisdiction in New York!Greece: Government/Sovereign debt in Euro, with jurisdiction in Brussels!Iceland: External financial debt → nationalized into Government/Sovereign debt in USD and Euro alone was 700%+ GDP in 2008, with jurisdiction in New York and Brussels.
然后你看看那些因债务问题毁掉的经济体:
阿根廷:政府/主权债务以美元形式结算,其裁判权在纽约!希腊:政府/主权债务以欧元方式结算,其裁判权在布鲁塞尔!冰岛:外部金融债务→债务国有化后2008年政府/主权债务以美元和欧元的形式达到GDP的700%,其裁判权在纽约和布鲁塞尔
Then you look at China, with her debt almost entirely internal, in Chinese RMB to Chinese citizens, government debt at 55%, lower than the US, Japan, and EU average, in her own currency. China’s external debt is about 9% of GDP, globally ranked 184th (less than North Korea, similar to Kosovo) - anyway you look at it, it’s hardly the kind of material to make a banking crisis. China is borrowing a little bit from her own piggy bank. Argentina/Greece/Iceland were borrowing a lot from the Mafia.
然后你看看中国,中国的债务基本都是内部以人民币结算的。中国政府债务只占总债务的55%,比美国,日本和欧盟都要低,再次强调,其债务以人民币结算。中国外部债务只占GDP的9%,全球排行184位(比朝鲜低,比科索沃高)。无论怎么看,你都不会看到中国有任何银行危机的迹象。中国只是向其国内贪心的银行借钱。阿根廷/希腊/冰岛可是像美国欧盟这些黑手党借钱。
PS: The most significant increase in China’s debt is in the financial sector, driven by rising real estate price (which means higher value of housing loans). Right now, the Chinese government is basically using it as a tool to do macro-economic engineering. The goal is to cap urban growth in top tier cities (Beijing, Shanghai, etc.) and push the economic growth to second- and third- tier cities (Hangzhou, the city that just hosted G20, is an example.http://www.g20.org/English/Hangzhou/About/index.html Now you can look back and see why the Chinese government decided to host G20 in a city nobody has ever heard of). This is clearly stated by the Chinese government like 100 times since last year in the official news channels. The reason? Top tier Chinese cities like Shanghai (25 million) already have more city residents than the whole nation of Australia! The metropolitan area of Shanghai (44 million) has more people than the entire population of Canada! In one city! Beijing’s population grew by 8 million within the last decade! The place is simply full.List of cities in China by population and built-up area
PS: 中国最显著的债务增长是在其金融领域内不断升高的房价造成的(不断增高的房贷造成债务问题)。现在中国政府正在利用房价作为宏观经济调控的工具。其目的是限制一线城市的城市化进程和加速二三线城市的发展(刚刚举办了G20的杭州就是个例子,现在你就能知道为啥中国政府将G20放在一个没人听说过的城市举行了)。这些政策中国政府已经在官媒上宣布了无数次。原因就是一线城市,例如上海(2500万人口),其居民数量比阿根廷全国人口还要多!上海都市圈(4400万人口)的人口数量比加拿大全国还要多!北京人口数量在过去的10年内增长了800万!这些城市的人口数量已经饱和了。
In addition to real estate prices, the Chinese government is also doing stuff like restricting residents permits, disallowing second or third homes, even restricting jobs to local residents, everything to say “this place is full. We have these other nice choices, with lower housing prices. Go there.” Young people complaining about housing prices in tier-one cities? But that’s the whole point. The debt you have to take on to live in tier-one cities SHOULD SCARE YOU OFF. The Chinese government is trying to stop the influx of people pouring into tier-one cities, and get these smart and energetic youths to go build two, three, four, five. … more Shanghai’s in other parts of China. 1.4 billion people can’t all fit into tier-one cities.
除了以房地产为手段,中国政府也加强控制了居住证的发放,禁止第二/三套房买入甚至对本地居民的工作种类进行限制,这些都是为了表达一个意思:这些地方都人满为患了。二三线城市有更低的房价和更好的生活条件,快点去那里吧!年轻人都在抱怨一线城市的高房价?但这就是中国政府想要的。你在一线城市生存需要的代价会把你吓退。中国政府正在尝试控制一线城市的人口流入而让有技术和充满活力的年轻人去建设二三四五线城市——让更多的上海出现在国家的其他地方。14亿人口是没可能全部都聚集在一线城市的。
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Paul Denlinger, Involved in China economics study
Written Sep 27


There is too much debt, and a lot of it is likely to turn into bad debt, but that does not equal a banking crisis.
是因为中国贷款太多了,而这些贷款大多数会变成不良贷款,但这些都不等银行危机
Banking crisis may be a nice term to bandy around and get clicks and headlines, but does not really explain what is going on.
银行危机或许是一个十分吸引眼球的头条,但是根本就不能解释实际的情况
There was a lot of debt financing, especially after the 2008 subprime mortgage crisis in the US. In order to keep the economy on a steady keel, the Chinese government, through its banks, pumped money to Chinese state-owned enterprises, in order to keep high employment and maintain an image of “growth”. A lot of this money then found its way into the underground banking system through “wealth management products” and other means. A lot of this has turned into bad debt.
中国政府有过很多次债务融资,特别是08年美国次贷危机之后。为了稳住经济增长,中国政府通过银行将大量人民币注入到国企内以维持就业率和高增长的形象。但这些钱最终大都以理财产品和其他形式流进了地下钱庄。这些大部分都变成了不良贷款。
Another problem area, which frequently overlaps with the “wealth management products” is the local government financing vehicle used to fund local property development, which I have discussed here: Paul Denlinger's answer to Why does China have so many ghost towns?
另一个有问题的领域,和“理财产品”有莫大关联的,就是地方政府为当地基础建设所采用的金融工具(我在这个地方有详细的分析:https://www.quora.com/Why-does-China-have-so-many-ghost-towns/answePaul-Denlinger?srid=tR&share=22b99cfc
What is likely to happen in China is that growth will slow down in some areas, while there will be certain newer parts of the economy which will continue to grow. If the Chinese government is able to support the newer parts of the economy and help them to grow, while cutting back on loans to the weaker parts of the economy, it may be able to handle this transition better.
最可能发生的情况就是中国的经济增长将会放缓,但是肯定会用新的增站点。如果中国政府能支持新的增长点而且能减低夕阳工业的不良贷款率,那么或许能更好地度过过渡期。
This is exactly what the Chinese government is trying to do and you can read about it here:Here is how China is going to quietly save its economy
这些正是中国政府正在尝试去做的,你可以读读这个文章了解一下:http://www.scmp.com/news/china/economy/article/2022491/china-deploys-policy-banks-stealth-mission-stimulate-growth
So, if you are expecting there to be a dramatic run on the banks, and the Chinese people to take to the streets and overthrow the Chinese Communist Party, and become a full-blown democracy like Taiwan, Japan or South Korea, you are very likely to be disappointed.
所以,如果你是期待一次强烈的bank run(自行百度啥是bank run),然后中国人民上街推翻TG,中国大陆变成与台湾,日本韩国一样的政体,那么你要失望了。
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Nikhil Ambhorkar, Self studied Finance.
Written Sep 26


Is China facing a Banking crisis?
中国是在面临一个银行危机吗?
Yes.

Is it facing a full blown Banking crisis?
中国正在面临一个全面性的银行危机吗?
No.

Combined debt of China is almost 300% of its GDP. But the the categorized in 4 parts as it is shown in the image with the question too.
中国的总债务大概是GDP的300%。但是分在了如图所示的4个领域内。
The corporate debt has the lion's portion of the total debt. The household debt and non corporate debt are nothing to worry about because it is less many other developed countries and has some room to grow.
公司债务在总债务中占了大头。个人债务和非公司债务根本没啥可担心的因为这些比大多数发达国家还要低所以还有增长的空间。
Government Debt is not too big when compared to standards set by many global institutions like IMF, World Bank, etc.
政府债务以多数国际组织,例如世行和IMF,设定得标准来看其实不高。
The only major concern which is of a serious magnitude is the corporate debt. This is also reiterated by many economists.
最主要的关注点就是公司债务了。许多经济学家都重申了这点无数次了。
Now the problem with China is that data that comes out of major Chinese institutions is murky so their are many different types of estimates by many different institutions but the common theme in it is corporate debt and its size.
中国最大的问题就是中国国内组织公布的数据来源不清晰所以不同的国际组织对中国经济的实际情况估算会不一样。但所有组织最关心的都是中国的公司债务与其规模。
Corporate debt consists of debt owned by state owned corporations and private corporations. Private corporations in China are generally crowded out by the state owned corporations because of connections and political agenda.
公司债务又分成了国企和私企的债务。中国私企大多数收到国企排挤,这是有政体造成的。
Many state owned corporations have invested into unproductive projects as a result of excess boost given by government after 2008 to prop up the economy. This has resulted in a huge amount of NPAs. So, in all the major problem is state owned corporations piling up huge amount of debt. To solve this problem, the government tried to convert the debt into shares which the bank owns and can recover money through profit dividends but this was one of the causes for last year's stock market crash.
在08年过度的经济刺激政策下,很多国企在许多无效益项目上投了许多钱。这造成了大量的无效能资产。所以,最大的问题是国企堆积了大量债务。为了解决这个问题,政府正在尝试将国企的债务转化为股份,那么银行就能将债务转化为红利而最终将债务收回了。但这造成了上年的股灾.....
Hence, it is a big crisis but not the one government cannot handle with so much trade surplus and forex reserves. But actions are definitely needed to stop it from growing into a bigger problem.
所以,这是一个危机但仍然是政府能控制的,毕竟中国政府有大量贸易顺差和外汇储备。但是仍然需要实际行动来防止事态的扩展。
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submitted by robot301_01 to kfq [link] [comments]

NEX AMA Answers!

Some of the NEX team went through the questions asked a couple of days ago, but due to the answers being posted sporadically, i thought it might be better collating answers and reposting for visibility!
I highly recommend reading through if you are interested in NEX!
    NEX team marked as
U = u/Unignorant, C = u/Canesin, L = u/Localalhost_coz  
Original post here
Q: What is the NEX marketing plan to grow in terms of a customer base ? And how far is the team away from a finished product? During most of the interviews I noticed the team reference comparison to Binance, how does the interface match binance in a decentralized environment? (u/sheldonbraganza)
(U)We will have a complete product out on TestNet in Q2, and a fully working cross-chain exchange on the NEO and Ethereum networks in Q3.
NEX is marketing to two primary groups of users: (1) Mainstream users who want an easier experience buying altcoins with cryptocurrency. Through our network of banking partners, we will make it easy for anyone in the world to buy tokens on NEO, ETH (and eventually other chains) using their national currencies. (2) Bots and traders: we aim to have best-in-class trading APIs for high performance, computational trading. We will have better and faster APIs than today's centralized exchanges, with the added benefit of these systems running on decentralized networks
The point of our off-chain matching engine tech is to enable the same (or better!) usability as an exchange like Binance, while keeping around the decentralized model. The off-chain engine makes trading just as performant as today's centralized exchanges, and makes it much easier to support the kind of cross-chain trading functionality that has long been a pipe dream for decentralized exchanges. We are very much inspired by other exchanges like Coinbase in this regard, and we will be the first DEX to achieve this.
(C) Just to remember that NEX is also going after costumers that usually are not considered by other exchanges with its features to facilitate peer to peer payments requests, invoicing and tipping/gifts.
Q:Can you elaborate on NEX staking? The whitepaper was fuzzy about it and had terms like "staking percentage". (u/r3dh4r7)
(U) The NEX staking rate will be from 25-75%. Committing to stake for one day gives a rate of 25%, which increases linearly to a rate of 75% if you are willing to stake for 2 years By staking rate, we mean the percentage of revenue you will get from NEX fee collection proportional to the tokens you hold. For example, if you hold 10% of all NEX tokens and are staking at a rate of 75%, then you will receive .10 * .75 = 7.5% of all fee revenue generated by NEX over that period.
We will confirm these details in an updated white paper release coming out today or tomorrow. ~ If you commit for two years, the first year will still be at 75%.
Q:How soon do you introduce Fiat pairs? (u/coinonymous1)
(U) Our network of banking partners will begin to go live in Q2. That means users will be able to enter the ecosystem with national currencies through the NEX extension and web-based exchange interface.
(C) To clarify, this are not direct trading pairs on the exchange itself (i.e. JPY/NEX) but a easy method to on ramp and cashout using the tools. Users will be able to acquire NEO and GAS with fiat and any other tokens traded at NEX will be using the exchange itself.
Q: The chrome extension is great but why should I still rely on desktop to access NEX interface ? When can we expect Iphone/ Android App? (u/cryptobuddy_1712)
(U) We are planning native android/iOS apps. Depending on how fast we can grow, they may be out by Q3.
(C) Mobile presence is a complex topic, depending of how much of the full experience you want to provide - that will depend on the support shown by 3rd party wallets, if they adopt NEX APIs.
Q: Will you guys be supporting Ledger integration any time soon? Nex chrome add-on, Nex exchange integration...?! Plans to list the Nex token on other exchanges before the release of your own? What are the plans to continue supporting Neon wallet now that Nex came out with their extension for chrome? Will Nex exchange introduce fiat deposits/withdrawals? (u/mihai_ss)
(U) Yes, ledger is on the roadmap. We cannot comment on other exchange listings right now. We love and will continue to support Neon wallet (you are speaking to its creator :) as a great desktop wallet and complementary partner to our extension. NEX will support national currencies in/out of the exchange through our network of banking partners.
(C) Not only ledger but hardware wallets in general. Ledger is priority currently given that it is quite popular in NEO. We have to have in mind that NEX is trying to do a lot of different things to make usage easier to new users (that probably don't have a ledger!), there is currently about 96k users of it (more than this sub) so we will focus on fixing the corner cases and issues that appears frequently with such large user base first.
Q:More and more people are using mobile apps for trading. Don't you think nex should also have its own iOS and Android app. Are the API being developed future proof to integrate with mobile apps for trading and seeing candle charts. (u/Cryptobanku)
(U) We agree with the power for mobile, and future proofing the API is 100% on our mind. Longer term, we are planning native iOS/android apps.
Q:So NEX is a security right? What does that mean exactly? The Token only will be available on the neon exchange? In order to get the exchange dividends are we gonna be forced to put our tokens on stake mode? If so, once we put our tokens on stake mode does that mean we are not gonna be able to move them or sell them for a specific period of time? (u/sersimovi)
(U) NEX is a registered European security. It will be traded on NEX exchange, but that is not the only place it will be traded (I cannot say more than that right now). Being a registered security is amazing for investors. It means that all of the sketchy things that so often happen with cryprocurrencies/tokens (things like market manipulation or insider trading) are made explicitly illegal. It also means that we, as a company, go through an extensive audit. For that, we have partnered with the top tier accounting firm Ernst and Young.
The staking model means that you commit to staking your NEX for a certain amount of time to receive a share of fee revenue. The minimum amount of time you can stake NEX is one day. The maximum time you can stake is two years. While staked, you cannot move or sell the NEX tokens.
(C) All that plus the investor don't need to fear it will crash because someone classified it as a security in the future.
Q:When will the official sale date be announced and when will the official tokens per neo be determined? (u/rborsb9)
(L) We are still working with our legal partners to determine a final sale date, but it will be sometime at the end of April. The tokens per Neo/Gas will be determined from the 10 day moving average of the price before the sale begins.
Q:What do you think sets NEX apart from the countless other DEXs that are starting up right now? Why should people invest in NEX vs Switcheo/Etherdelta/Binance(once they release)?
(U) NEX will be the first usable, performant, and cross-chain DEX. Out of all the exchanges you mentioned, none of them are using an off-chain matching engine, which quite simply means none of them can do what we are doing.
In addition to that, NEX has by far the most generous revenue share model of any exchange you have mentioned. This is because we are embracing being a security (not hiding behind some questionably legal utility token). The people who invest in us will be treated very well by this model.
As for competitors: Switcheo unfortunately doesn't work. There is no volume, and the SC is broken (or at least didn't work when I tried it; the transaction failed and it stole the small amount of GAS I tried to trade). Etherdelta has higher volume but still ridiculously low overall. And again, just try to use Etherdelta... it is a usability disaster. There is really no comparison here. Binance might do something interesting, if they decide to do anything. But we have better technical talent than Binance, so I am not too worried.
Q:What % volume neon exchange will support compared with top centralized exchanges? Thanks big neo fan! (u/myfriendbaubau)
(U) We will support just as much volume as today's centralized exchanges.
Q: Will NEX have a stable coin? (u/masi252)
(U) We have looked into various implementations and ideas surrounding stable coins and have determined that it is not something we are planning on doing in the near future.
Cont: What about when Alchemint releases? (u/Bing0to)
(C) We wanted to do a fundamental strong stable coin that was capital efficient. Unfortunately there is some pre-requisites for that to be possible that currently is lacking in crypto markets. We will continue to monitor how this space evolves and our ideas are stored waiting the future when they can be applied.
Q:Can we expect the erc20 token trading earlier than q3? (u/markerizza)
(U) Q3 is the current roadmap projection. It is possible it will happen earlier depending on our growth.
Q: Will the token sale be via smart contract, so that we recieve our tokens right away? (u/Ebrii)
(U) Yes
Q: will you guys have an official subreddit and telegram anytime soon? (u/markerizza)
(U) No, we dislike the idea of project oriented telegrams. There are too many opportunities for scammers. We may have a subreddit in the future, but not anytime soon.
Q: What is the plan to get liquidity on the platform? It seems to be the biggest problem with current DEXs. (u/Mutedtommy)
(U) We have strategic partnerships for this. We are also working with other partners to develop some nice APIs for high performance trading.
Q: On the site you say that the ORIGINAL winners can participate in the second round (9000$) options, do you mean only the first round lottery winners or the first and second round winners combined? (u/FrancoisFrancis)
(U) Any lottery winners (whether first or second draw) have the opportunity to participate in both rounds 1 and 2. Please see this medium post for clarification: https://medium.com/neon-exchange/nex-extension-and-lottery-q-a-667e56f58e4a
Q: If you chose to participate in round 2 from the KYC process, does that mean you are guaranteed a spot? The medium article seems to indicate there will be an additional lottery from those who selected that option to see who from round one is eligible for round 2. (u/DwyerMatt)
No one is guaranteed a spot in round 2. It is even possible (though extremely unlikely) that all NEX is sold out in round one. This would happen if everyone who is selected goes through KYC and participates at 100%. (U)
Q: Will NEX tokens only be tradeable on NEX or is there a chance of it being listed on other exchanges like Binance? (u/Frank_Sinatra88)
(U) See an answer above. Not just NEX, but I can't say more than that right now.
Q: How do you see NEO compare to other coins on its network ? Like another coin could be valued more than NEO itself ? And will NEX always be bound to NEO? (u/BN_Boi)
(U) It is unlikely but possible that a NEP5 token could eventually achieve a higher marketcap than NEO itself.
NEX is not bound to NEO much at all. Our token will live as a NEP5 on NEO, and that is how users will receive staking rewards, but we will support trading very early on Ethereum as well.
(C) Google runs atop of other companies infrastructure (telecom providers), but it is valued more than all of them. The same thing can (and probably will) happen in token land, it will just take a while - when infrastructure becomes less important than applications and platforms atop of it. Like with the internet.
NEX behind the scenes (as the DEX is cross-chain from start) is using NEO capabilities, but the future of both is broad and uncertain. As a long term strategy the NEX company will do what it can to improve its underling technology and remove risk from its business.
Q: Is there a vesting period for the half of available NEX tokens that will not be sold during the ICO? (u/ETHERjimbo)
(U) The founder and employee tokens (25%) will vest over two years.
Q: Whitepaper uses an example $100m in the fee distribution calculation. If NEX is truly a security token and the whitepaper is your prospectus then you must provide further data on fwd looking statements. The NEX token gives the right to fee distribution. Given this you must provide assumption based forecasts on expedited fees over the next 3 years. This will support price discovery. How can the market properly price the token when fee expectations are unknown.(u/nsheahan82)
(C) Fee structure is defined on whitepaper and version v1.1 contains a example section as stated. Version v2.0 (to be released very soon) contains the actual staking portion (25% to 75% linear over two years growth on staking).
Guess work on the volume would in reality be very indigenous, look at volume behavior market wise (https://coinmarketcap.com/currencies/bitcoin/#charts) so much variation. Following the 3 years trend we could say trading volume will be bigger than the world economy, clearly that is not happening.
Q: Would NEX Staking be a 50% or 75% as stated on the whitepaper? (u/GMDaddy)
(C)See answer above, it starts at 25% and goes up to 75%. The increase is linear and maximum period is 2 years.
Cont: By linear, you mean like as an option where the user has the choice on picking whether to stake it from 25% up into 75%?
(C)No, when you start staking it starts at 25% and by linear I mean it increases at a constant rate of about 2.08% per month for two years until it reach 75%.
(U)To clarify fabio's comment: yes, you can choose a fixed rate of 75% by committing to stake for two years.
Q: A massive attraction to NEX is the prospect of decentralised banking. What makes decentralised banking better than traditional banking? (u/kabelofthe3rd)
(C)Our goal is to facilitate crypto trading at large, this touches from usage of applications to investing passing by funds management and invoicing solutions. What this enables is a digital cashless economy, we call it the smart economy. In the smart economy users are in control of their funds using this advanced technological tools to perform the tasks above and current banking solutions are no longer needed.
Q: Once NEX is rolled out, what will be the easiest way for US residents to buy some stake? I'm aware it's going to be issued as a security so I'm thinking the NEX token will only be tradable on NEX itself because most non decentralized exchanges will not list security's or tokens that don't pass the Howet Test. Is this correct?(u/Cozmo525)
(C)You are correct, for US persons you will need to wait other licensed exchanges list NEX or we acquire the proper licenses to allow US people to trade securities. Whatever happens first =)
Q: Can I stake only NEX or also other Token f.e. NEO? (u/masi252)
(C) NEO doesn't need to be staked, you already can claim GAS on NEX extension.
Q: How do you plan to compete with Switcheo when they have first movers advantage and will be live for months before your platform will be? (u/toneeey1)
(C)We plan to compete with anyone in our market by providing better products.
Q: Will TNC be utilized? (u/molly1nora)
(C)That is not planned, NEX has it own custom scaling solutions already in development.
Q: Do you see exchanges not listing NEX, due to the fact that you guys are direct competition? (u/detnah)
(C)That is a tricky question, I believe competition will not be with every exchange - in special centralized ones, as CEX they will more focused in national markets and we are going after broad chain level trade.
Q: Is there a chance in the future you will also introduce other coins to the exchange sich as ERC-20 tokens etc? If so you'd blow all competition out the water. (u/Frank_Sinatra88)
(C)Yes, ERC-20 tokens will be supported by Q3 together with NEP-5.
Q: Will NEX APIs support mobile Dapps or Wallets? (u/johndon96)
(C)Both, APIs are in general not target to a specific application, is up to the developers to use it in their products.
Q: What are the team's plans to make NEX the best decentralized exchange and one of the best projects ever released? (u/its_me_TAG)
(C)We will be working close to our costumers, never afraid of breaking status quo and never ending improvements. NEX will never be done.
Q: Are there any plans to open up some Nex-Stores in several spots around the Globe? (u/michaeluebelhart)
(C)No, but will have a online swag store :D
Q: Is it possible that in the long future to have forex pairs listed on NEX? (u/BR8889)
(C)In a future where fiat has token representations or stable coins are indeed stable.
Q: When will we see the updated Whitepaper? (I know for example that you plan to integrate ERC20 tokens earlier than mentioned in the original Whitepaper) (u/mambor)
(C) Target is this weekend. We could delay if redacting detects things that should be changed/improved.
Q: What is your go-to-market strategy? (u/Dux_AMS)
(C) We already have >100k users. ;)
submitted by menofthenorth to NEO [link] [comments]

Need help pointing in the right direction.

I'm trying to use Python to fetch Live Forex prices from TrueFx. I need to collect live and up-to-date price data for my personal project. My only problem is that I'm not familiar with web programming and I don't even know where to begin. So my questions are:
Thanks.
submitted by Ifffrt to AskProgramming [link] [comments]

WolfpackBOT - The world's fastest and most secure trading bot

WolfpackBOT - The world's fastest and most secure trading bot

https://preview.redd.it/b2ffej55zfd21.png?width=768&format=png&auto=webp&s=196c912c5d4250be54d647648613545f74faec7d

INTRODUCTION

According to wikipedia, Blockchain is originally known as bloc chain, It is a growing list of records known as blocks which is linked using cryptography, each of these blocks contain a cryptographic hash of the initial block, a transaction data and a time stamp.
Since its emergence in the year 2008, when Nakamoto satoshi discovered and introduced bitcoin, there has been serious efforts to integrate the blockchain technology into several aspects of various process of global business , The blockchain technology has been described as having the potential to disrupt many industries with immutability, low-cost transaction, and enhanced maximum security. So many other blockchain implementations have been deployed and developed with unique features designed to specific use-cases.
The blockchain technology has made possible to issue assets through a distributed ledger framework. With cryptocurrency tokens, Assets can be given economic value in order to validate and initiate transactional processes.

ADVANTAGES OF BLOCKCHAIN:

  1. Decentralised payment processing,
  2. Creating an immutable system of recording,
  3. Reducing Cost of Transaction and
  4. Enhanced Security.
  5. Now that we have reminded ourselves of what blockchain technology is, let’s look into the subject matter.

ABOUT WolfpackBOT

WolfpackBOT is a highly advanced cryptocurrency trading software that allows for the execution of trades at lightning speed using proprietary trading algorithms, proprietary “Werewolf” Trading Analysis configurations, or user customized settings based on personal trading style. WolfpackBOT also allows for simultaneous trading access to all compatible cryptocurrency exchanges that are available to the bot, and all trading pairs with the WerewolfBOT subscription package.
WolfpackBOT is introducing an industry first, a beautiful automated cryptocurrency trading console: The WolfBOX. This efficient and sleek piece of hardware will conveniently allow for the full utilization of a bot subscription without the need for a VPS or dedicated computer. The WolfBOX will also include a built-in secure Hardware Wallet and RFID card reader to optimize ease-of-use and functionality.
WolfpackBOT trading software is enabled with limit, market, and “Wolf Trade” orders on all trading candles, including one-minute candles, with the widest array of technical trading indicators available on the market. WolfpackBOT's proprietary “Wolf Trade” orders provide superior market sell orders with a bite! WolfpackBOT is the only trading bot to feature live price scanning on your positions and also handles partial fills with ease, meaning you don’t miss out on orders. WolfpackBOT is incredibly fast and can fulfill up to 10,000 trades per day depending on market conditions and subscription package.
WolfpackBOT allows simultaneous trading access to all cryptocurrency exchanges that are available to the bot, and all trading pairs through the WerewolfBOT subscription plan. Not only do inferior bots allow limited access to one exchange and one trading pair per bot, they also store your API keys remotely on servers which are potentially susceptible to hacks and pump and dump attacks. User security and API key protection holds a high priority within the WolfpackBOT framework which is why it is the only trading bot that gives users full control with local management of their API keys.
Masternode and Proof of Work X11 Blockchain
Wolfcoin Blockchain with X11 Proof of Work Mining and Masternode Reward Systems The Wolfcoin blockchain and network are both designed and engineered to ensure store of value, transactional speed and security, and fungibility. The main goal of the Wolfcoin blockchain is to facilitate fast and secure transactions with a governance that helps sustain the network for the benefit of all users. The Wolfcoin blockchain is a two-tier network comprised of a Proof of Work (PoW) consensus mechanism powered by miners and a Proof of Service (PoSe) system powered by masternodes.
The Wolfcoin blockchain is secured through Proof of Work (PoW) in which miners attempt to solve difficult problems with specialized computers. When a problem is solved, the miner receives the right to add a new block to the blockchain. If the problem was solved correctly, the miner is rewarded once the block is added.
The second tier, which is powered by masternodes, enables Wolfcoin to facilitate private and instant transactions with Private Send and Instant Send. Masternodes are also rewarded when miners discover new blocks.
The block reward is distributed with 80% going to the masternodes and 20% going to miners. The masternode system is referred to as Proof of Service (PoSe), since the masternodes provide crucial services that support the features of the network.
Masternodes also oversee the network and have the power to reject improperly formed blocks from miners. If a miner tried to take the entire block reward for themselves, the masternode network would orphan the block ensuring that it would not be added to the blockchain.
In short, miners power the first tier, which is the basic sending and receiving of funds and prevention of double spending. Masternodes power the second tier, which provide the added features that make Wolfcoin different from other cryptocurrencies. Masternodes do not mine, and mining computers cannot serve as masternodes.
Additionally, each masternode is “secured” by 10,000 WOLF. Those WOLF remain under the sole control of their owner at all times. The funds are not locked in any way; however, if enough of the funds are moved or spent to cause the user’s holdings to drop below 10,000 Wolfcoin, the associated masternode will go offline and stop receiving rewards.
By pre-ordering your WolfpackBOT subscription, you will also receive Wolfcoin as a reward that can be utilized in the following ways:
  • Redeemable for WolfpackBOT subscriptions
  • Redeemable for the WolfBOX Console
  • Redeemable for WolfpackBOT and Wolfcoin apparel and merchandise
  • Fungible utility that can be exchanged for like value on exchanges
When you hold at least 10,000 Wolfcoin in your Wolfcoin wallet connected to a static IP address, you will become a masternode, meaning you will have a chance to receive 80 percent of the block reward every sixty seconds.

THE FEATURES

WolfpackBOT Automated Trading Software:

After the crowdsale, Wolfcoin will be the exclusive method of payment for WolfpackBOT Automated Trading Software subscriptions.

Multiple Technical Analysis Indicators:

WolfpackBOT offers the widest array of multiple Technical Analysis indicators, oscillators, configurations and settings available in the world of Automated Cryptocurrency Trading Bots. WolfpackBOT provides Bollinger Bands, Double EMA, Elliot Wave, EMA, EMA Cross, Fibonacci Sequence, KAMA, MA Cross, MACD, RSI, SMA, Stochastic, Stochastic RSI, Triple EMA, and many more!

Shorting Features:

WolfpackBOT includes Cryptocurrency Shorting Features that allow users to short their positions and buy them back at the lower price to maximize their returns.

Copyrighted Crash Protection:

Crash Protection, one of WolfpackBOT's most advanced features, enables users the option to automatically scan and convert all positions to a stable coin at the sign of our proprietary Hidden Bear Divergence Indicator, and then buy back into base currency to resume trading at the sign of our proprietary Hidden Bull Divergence Indicator.

Language Translator:

WolfpackBOT has a built in Language Translator that instantly translates the entire BOT into Dutch, English, French, German, or Spanish.

All Trading Pairs on all available Exchanges:

WolfpackBOT allows our customers to simultaneously trade on multiple cryptocurrency exchanges, and with all the exchange’s trading pairs available for trading. The best part is that it’s all possible on one bot with one subscription to the WerewolfBOT package!

Coin Selector:

While other automated trading platforms only allow for a limited amount of coins per subscription, WolfpackBOT allows all trading pairs and all coins to be traded on all the available major exchanges with the WerewolfBOT subscription. WolfpackBOT's proprietary Coin Selector allows for users to choose whether to trade all cryptocurrencies or blacklist some, thus not trading them at all, as well as search for the highest volume, greatest performing, or a specific volatility range of coins for a given timeframe.

Werewolf Configurations and Settings:

Werewolf Configurations and Settings are copyrighted trading algorithms that use proprietary optimum settings for trading: the perfect configuration for experienced and inexperienced traders alike. These settings can be adjusted to the current market trend, with preset configurations for bear, sideways, and bull markets.

Werewolf Ultimate:

Werewolf Ultimate is the ultimate choice when trading. It doesn't trade a particular trading pair or particular coins, it trades them all. It goes in for the kill to increase the potential returns. Crash Protection is a built-in feature in Werewolf Ultimate.

Werewolf Bull Market:

Werewolf Bull Market are preset settings and configurations that are usable when your Base Trading Pair is in a Bull Run. Werewolf Bull Market settings are optimized for such conditions and should only be used in a Bull Run Market.

Werewolf Sideways Market:

Werewolf Sideways Market are preset settings and configurations that are usable when your Base Trading Pair is trading sideways. Werewolf Sideways Market settings are optimized for such conditions and should only be used in a Sideways Trading Market.

Werewolf Bear Market:

Werewolf Bear Market are preset settings and configurations that are usable when your Base Trading Pair is in a Bear Run. Werewolf Bear Market settings are optimized for such conditions and should only be used in a Bear Run Market.

The WolfBOX Hardware Console:

WolfpackBOT also offers an industry first: a beautiful hardware console, The WolfBOX. Our console comes preloaded with WolfpackBOT Automated Trading Software and also includes a built-in secure hardware wallet. Some of the key features of the WolfBOX include our high-speed CPU, solid-state hard drive, built-in RFID card reader, and integrated Bitpay and Coinbase wallets.

Wolfpack Consulting

Our company offers its services and expertise as Cryptocurrency and Blockchain Specialists to individuals and companies. We offer consulting services in the fields of blockchain and cryptocurrency development and management.

Wolfpack Philanthropy

We are dedicated to the proposition that we have a responsibility to use a portion of our company’s revenue to help create a better world and a brighter future. As we move forward, our philanthropic efforts include environmental stewardship, renewable energy, human rights, economic development, as well as animal and wildlife rescue and conservation with an emphasis on dogs and wolves.

Wolfcoin Information

THE WOLFCOIN Wolfcoin is the coin that fuels all WolfpackBOT's projects.
This utility, coupled with the reward systems with mining and Masternoding capabilities, makes the use of Wolfcoin potentially appealing to all WolfpackBOT users whom are interested in receiving additional Wolfcoin for subscriptions, merchandise and other rewards such as passive cryptocurrency portfolio growth.
THE WOLFCOIN WALLET WolfpackBOT uses our proprietary Wolfcoin Core QT wallet.
February 2018 Conceptual development of WolfpackBOT Software
May 2018 Company Roadmap development Alpha models of WolfpackBOT Software
June 2018 Ongoing research, development, and testing
October 2018 Advertising and Marketing Campaign Starts Wallets available for payment; BTC, BTG, DASH, DOGE, ETC, ETH, LTC October 15 - Pre-registration begins
November 2018 November 1 - Crowdsale Stage I begins
December 2018 Official presentation of WolfpackBOT beta Software Preview Creation of Wolfcoin (WOLF: 300,000,000 coins pre-mined on Genesis Block) WolfpackBOT beta Software release to selected customers
December 21 - Launch network and mine Genesis block
December 22 - PoW / Mainnet
December 23 - Blockchain and network testing
December 28 - Iquidis Wolfcoin Block Explorer released on our website
January 2019 January 1 - Wolfcoin Core wallets available for download on the website January 1 - Wallet and Masternode Tutorial available January 1 - Masternode and PoW instructional videos available January 1 - Subscription Pre-order Coin Rewards disbursed Announcement listing WOLF on top-10 Exchange
February 2019 February 1 - Crowdsale Stage I Ends February 1 - Crowdsale Stage II Begins
March 2019 March 15 - Crowdsale Stage II Ends March 15 - Crowdsale Stage III Begins WolfpackBOT Software roll-out to contributors WolfBOX Console available for Pre-order
April 2019 WolfpackBOT Subscriptions available for customers First Major version released: automated, manual, and paper trading WolfpackBOT Live support center April 30 - Crowdsale Stage III Ends
May 2019 WolfBOX Consoles Pre-orders first shipment
June 2019 New trading features such as new exchanges, strategy options and indicators
July 2019 New trading features such as new exchanges, strategy options or indicators
August 2019 WolfpackBOT Software Trading Platform V2.0 Second major release: Strategy Marketplace and Back-testing
September 2019 New trading features such as new exchanges, strategy options or indicators
October 2019 WolfpackBOT Software Trading Platform V3.0 Third major release: Signals Marketplace (Supporting 3rd Party App Signals) Mobile Application for WolfpackBOT Software and Trading Platform
November 2019 New trading features such as new exchanges, strategy options or indicator
December 2019 WolfpackBOT Software Trading Platform V4.0
January 2020 WolfpackBOT Software Trading Platform V5.0 Fourth major release: Machine Learning Strategy Optimization

THE AMAZING TEAM

Philip Longhurst Chief Executive Officer The leader of our pack and the man behind the WolfpackBOT trading bot, Philip Longhurst is a mathematical genius, engineer, day trader, and animal rescuer. As an account manager for J.P. Morgan and MBNA Bank, Phil managed the accounts of several high-profile clients and businesses. He has been successfully trading stocks for over twenty-five years and has successfully applied his trading expertise and mathematical acumen to the cryptocurrency market since 2013.
Philip holds bachelor's degrees in mechanical engineering and business administration and is a loving husband, father, and family man who has been rescuing dogs since 1995. His driving desire is to use the success of Wolfpack Group to create a brighter future for humanity. He currently resides in the United States of America with his wife, daughter, and dogs.
Rogier Pointl Chief Financial Officer Rogier Pointl is a successful entrepreneur with nearly twenty-five years of experience in business management, marketing, financial administration, economics, and fintech. Rogier holds bachelor's degrees in Business Communications and Financial Administration. He is a pioneer in the field of virtual reality, having served as CEO and owner of Simworld, the first virtual reality racing center in Europe, where he oversaw the development of advanced simulator and virtual reality hardware and software.
Rogier is an experienced trader and has been trading stocks since 2007. He began applying his expertise to the cryptocurrency market in 2010, gaining experience as a Bitcoin miner along the way. Rogier is a loving husband and father and currently resides in the Netherlands with his wife and two daughters.
Jason Cormier Chief Technical Officer Jason Cormier is a humble -but extraordinary- individual who is blessed with a Mensa IQ of 151, he is continually driven by a desire for knowledge and self-growth. He is self-taught in Visual Basics, C#, C++, HTML, and CSS and began developing programs and applications at the age of 14, including the TCB Wallet, which was the first ever wallet program that held its users' log in names and passwords. Jason is a cryptocurrency guru whose expertise includes cryptocurrency mining farms, proof-of-stake, masternodes, and cryptocurrency trading.
Jason holds Associate degrees in Computer Science and Psychology, and currently resides in the United States of America with his wife and son.
Jay McKinney Chief Web Development and Design Officer Jay is a veteran of the Iraq War who put his life on the line in combat to protect our freedoms. To center himself while stationed in the Iraqi warzone, he taught himself C# as he knew honing his Web Development skills would help him provide a better future for himself and his family. Upon returning home safely, he worked his way through college and holds bachelor's degrees in Computer Programming and Web Development & Design.
Jay has worked for the Kentucky Housing Corporation, serving as a software engineer and web developer. He is a loving family man who currently resides in the United States of America with his wife and two children.
David Johnson Chief Software Development Officer David holds a Master of Science degree in Information Systems and a Bachelor's degree in Business Administration with a specialization in Information Systems, graduating with Magna Cum Laude status. He has worked for the Kentucky Housing Corporation, serving as a network analyst and software engineer. As an entrepreneur, he has owned his own web and software development company since 2009, creating and maintaining several websites in C# and PHP, and has been operating the crypto-oriented YouTube channel BigBits since 2017, where he discusses automated Cryptocurrency trading strategies.
David is a proud father of two and resides in the United States of America with his wife and children. Like any good Kentuckian, he is a huge fan of the University of Kentucky's college sports teams.
Gabriel Condrea Software and Web Development Officer Gabriel Condrea holds a bachelor's degree in electrical and computer engineering and has worked as a software developer and senior systems engineer in both the United States and the United Kingdom, working with a variety of programming languages and IDEs. He has used his expertise to create Manufacturing and SCADA systems in industrial applications.
Gabriel also applies his engineering skills to cryptocurrency day trading, seeking to automate the process. He loves to travel and currently resides in the United States with his girlfriend.
Igor Otorepec Chief Hardware Development Officer Igor is an engineer with twenty years of experience specializing in advanced PLC programming and industrial robotics. He is also an IT security expert and a CEC Certified Ethical Cracker who uses his skills to expose and patch security vulnerabilities in blockchain codes.
Igor is an advanced cryptocurrency trader and Kung Fu master who uses bio-hacking as a way of life to keep his 'chi' constantly centered. He currently resides in Austria with his loving wife.
Manik Ehhsan Director of Marketing and Public Relations Manik holds a Bachelor's degree in Computer Science and has over five years of experience in Web Development, Digital Marketing and Graphics Design. He has also managed the marketing for more than 30 successful Cryptocurrency start-ups and projects, and specializes in SEO and ASO. Manik is also a Cryptocurrency project promotion expert with an emphasis on Masternodes and building Social Media Communities.
Manik has focused his life on Cryptocurrency and currently resides in Bangladesh with his loving family.
Rance Garrison Chief Marketing Officer Rance Garrison holds a bachelor's degree in Business Administration and specialized in Seminary Studies for his Master's degree. He served as an AmeriCorps VISTA at WMMT-FM, the radio station owned by Appalshop, an arts and education center in Kentucky, and has also specialized in local cable television advertising. Rance is also a musician who has released several albums independently over the last decade.
Rance is very dedicated to his local community and is most excited by the potential implications of cryptocurrencies and blockchain technology for rural and remote economies. He currently resides in the United States of America with his wife, dog, and cats.
Paul Gabens Chief Public Relations Officer A master negotiator with a penchant for strategy, Paul Gabens brings more than twenty years of marketing and promotional experience in the automotive, hospitality, and entertainment industries to the Wolfpack. He is also an avid stock and cryptocurrency trader, having first entered into the cryptocurrency market two years ago, embracing his passion for crypto with the same vigor as his love for travel, classic cars, extreme roller coasters, and surfing.
Paul holds degrees in business management, marketing, and automotive aftermarket. He currently resides in the United States with his fiancé and two cats.
Blake Stanley Marketing and Social Media Officer Blake Stanley is a cryptocurrency enthusiast who also has over six years of experience managing both government and private sector client and customer relations. A strategic thinker and expert in the field of social media-based advertising, Blake also owns and manages his own online marketing company where he has been successfully curating and implementing online marketing and advertising strategies for his clients for the past three years.
Blake is a proud father and family man and currently lives in the United States with his daughter and fiancé.
Martin Kilgore Market and Trading Analyst Martin Kilgore holds bachelor’s degrees in both accounting and mathematics, having researched Knot Theory and the Jones Polynomial during his undergraduate studies, giving him a firm edge when analyzing market conditions. He has worked as a staff accountant for several governmental organizations.
Martin lives in the United States with his fiancé.
Jonathan McDonald Chief Trading Strategy Officer Jonathan has honed his trading skills over the past five years by studying and implementing economics, financial strategy, Forex trading analysis and trading bots. Through his constant learning, he discovered Cryptocurrency after seeing the difference in market volatility and high yield trading. His fine-tuned trading strategies complement Crypto markets perfectly, and he has been implementing trading strategies to the Cryptocurrency market for over a year with phenomenal results. Jonathan is constantly improving his trading skills with an emphasis on scalping techniques. He has applied his trading skillset to the WolfpackBOT and enjoys working alongside the Wolfpack in creating the fastest trading bot on the market.
Jonathan currently resides in Canada with his supportive girlfriend and family.
Web site: https://www.wolfpackbot.com/
Technical document: https://www.wolfpackbot.com/Pdf/whitepaper_en.pdf
Bounty0x username: idrixoxo
submitted by idrixoxo2015 to u/idrixoxo2015 [link] [comments]

[Changelog] - 2/5/2019 - Portfolio Upgrades, WebSocket API Beta, and an Easter Egg

The Cryptowatch team has traveled from across the globe (galaxy?) to come to the ski slopes of an undisclosed location to put together this release for you.

Portfolio Upgrades

We've added a quote currency selector to the portfolio, so you can see your balance in whatever currency you prefer. Our personal favorite, you ask? The IDR, of course. It makes us look the best!

WebSocket API Beta

Our WebSocket API for streaming live prices from all markets on Cryptowat.ch is now live in beta. A few select partners have hammered on it for a few weeks - and you could be next. If you shoot an email to [[email protected]](mailto:[email protected]) with your Cryptowatch username, we can get you set up with access to the beta. Cryptowatch accounts are now free, so go ahead and create one if you haven't yet!

Kraken WebSocket API Launched

Kraken recently launched their streaming WebSocket API, which Cryptowatch now uses to populate Kraken markets. You'll notice much snappier data on all Kraken markets, and we'll soon have deeper order books for Kraken as a result.

New Themes

To match with the new Kraken branding, we've released two new themes to Cryptowatch: Kraken Dark (New) and Kraken Light (New). Check them out in the settings menu on the home page and any chart page.

PGP Keys

Cryptowat.ch has always had a passion and respect for the right of our clients to privacy and security. As we begin to send more emails and communications to clients, you'll occasionally see a "signature.asc" file attached to your emails from us: if you use an email client that supports PGP signatures, like ProtonMail or Thunderbird with Enigmail, you can import our PGP keys to validate the authenticity of our emails to you.

From Pairs to Instruments

While you won't notice any changes to the user interface as a result of this update, it marks a major moment in our ability to support advanced financial products. Currently, Cryptowat.ch (and most services in the crypto space) are built around a "currency exchange" (forex) model of trading one asset for another - a "base" for a "quote". With the changes we are making, we can now support financial products like futures, swaps, options, loans, and more. We cannot promise any of these will be added - but we are working towards a structure that will allow us to do so in the future, should we choose to do so!

QuadrigaCX Disabled

Due to recent tragedies around the QuadrigaCX exchange, we've disabled all of their markets.

Easter Egg

Look out on our Twitter for something interesting coming later this week. It has to do with pairs to instruments, as well as Kraken's acquisition of futures and indices provider Crypto Facilities.

Want to trade across all your exchanges on the fastest market data in crypto? Sign up for a free Cryptowatch account here.
submitted by kraken-evan to cryptowatch [link] [comments]

Tradefora partners with Serenity-Financial to provide real-time trade-by-trade execution quality analytics

October 13, 2018 — The first of its kind service for real-time execution quality scoring Tradefora.com announced its cooperation with Serenity-Financial.com to provide real-time trade-by-trade execution quality analytics to all Serenity-Financial members.
Stanislav Vaneev, Serenity founder
“I’m convinced that conjoined efforts of tech companies whose goal is to create a safe and transparent space for trading will lead to truly significant changes in the non-exchange market. It’s a synergy of two companies that share the same goal. We’re very happy to be working with Tradefora. This company meets the highest standards in terms of quality of the services they offer. They work with massive amounts of data, which allows analyzing the prices of trades and the quality of their execution with utmost precision. We plan to finalize the integration with Escrow within two weeks. It will become the final point in the Serenity Escrow roadmap. After that, traders will get a unique, technologically advanced, functional platform for secure and transparent trading with any broker.”
Tradefora.com provides a real-time Transaction Cost Analytics (TCA) and trade execution scorecard to all of its users, bringing out into the open any suspicious pricing or sub-par execution practices with highly visual charts.
The real-time trade verification will be conducted via an API connection. All the trades conducted within the Serenity-Financial ecosystem will be automatically pulled into Tradefora database, where they will be cross-checked against the market average prices, which will ensure that traders are getting a fair execution and best market pricing. Smart contract technology of Serenity-Financial will further allow automating the settlement of those trades that pass the verification and further more detailed review of those trades that don’t with built-in arbitration mechanism.
“We are very excited to start this cooperation with Serenity-Financial, because it creates a perfect showcase for the real-time trade verification technology. This is the first project of it’s kind in the market. Coupled with smart contract escrow, we believe that it sets a new benchmark for the retail OTC market. For decades brokers have been boasting lowest spreads and fastest execution, now we finally have the tools and infrastructure to not only verify those claims, but to settle the trades based on such real-time verification results”- mentioned Pavel Khizhnyak, Tradefora Co-founder.
How does this work?
Tradefora’s patent-pending algorithm for analysis of trade execution quality works by aggregating “mystery shopping” live trading accounts from 100+ brokers with an unlimited number of retail traders’ account data across most popular forex, precious metals, energy, CFDs and margin crypto instruments. All the tick-by-tick data is analyzed, aggregated and stored in real-time with millisecond precision to produce Tradefora Composite Index (TCI), which acts as a market average benchmark.
Tradefora’s API is based on the TradeGuard tool. TradeGuard technology evaluates each trade by comparing it the execution price against TCI market average before and after the trade with millisecond precision. The resulting 5 score levels are based on which quantile the trade price falls into in the TCI statistical distribution for the execution timestamp using Box Plots statistical method.
“The time has come for the retail OTC space to become more transparent and more mature”, stated Tradefora’s co-founder Pavel Khizhnyak. “We are looking forward to working with Serenity-Financial and bringing more transparency and accountability to the OTC space”, — he added.
About Tradefora PLC
Tradefora PLC (“Tradefora”) is an independent broker-agnostic big data company, founded in 2015 with a core mission of bringing more transparency to OTC markets through an impartial TCA and trade execution quality analytics.
If you would like to learn more about the services described here, please visit https://Tradefora.com
About Serenity
Serenity is an escrow for secure trading on OTC-markets. It’s the first system of its kind that is capable of storing the funds of investors on a smart contract and protects from various kinds of fraud and risk.
More about the escrow: https://serenity-financial.io/
submitted by Serenity_financial to SerenityFinancial [link] [comments]

Which API do you suggest?

Hey guys,
I am a programmer and know Python, Java and some other languages...
I would like to start learn about algo trading and wondering what's the best API out there that will allow me to create trading strategies and, most importantly, connect to Forex data sources?
I am looking right now at Oanda and it's Python wrapper API.
What do you guys use? What do you guys use in Production, meaning, live markets?
Thanks in advance!
submitted by solumamantis to algotrading [link] [comments]

INVACIO

INVACIO
INVACIO / ICO A Complex of Solutions Grounded in Multi-Agent System Artificial Intelligence
Invacio, found online at Invacio.com, combines artificial intelligence, communications, finance, and big data to “revolutionize every industry it touches.” Find out how it works in our review.
What is Invacio INV? Invacio is an artificial intelligence platform backed by five years of development. Invacio’s platform is called the Multi-Agent System AI (Jean).
Development of the Multi-Agent System AI was led by William James Dalrymple West in consultation with experts from NASA and FB-HHVM. Invacio’s AI works constantly to seek out and mine data from all available data sources. Jean is also able to understand written and spoken language in real-time. She can interpret images and actions. She can even scan the deep web for data, or access live news channels, social media, and 100,000+ live CCTV and satellite streams worldwide.
The ultimate result of all of this data collection, according to the official Invacio website, is “an artificial intelligence so sensitive to the world and its changes the solutions she is reaching stand to revolutionize areas as diverse as big data, communications, research, online privacy, the exchange markets and even security and intelligence.”
Invacio Features Some of the core features of Invacio and its Multi-Agent System AI or Jean platform include:
Deep Learning: Invacio’s distributed AI resolves some of the world’s most complex problems. The platform’s scalable, intelligent environments enable AI to turn noise into data and data into information with unprecedented speed and ingenuity.
Self-Learning Computation: Invacio’s AI continually evolves as it explores and develops its storehouse of streaming and historic data. The AI adapts to circumstantial changes or demands, improving its models through experience and becoming more complex, subtle, and reliable.
Scalable: Invacio’s AI infrastructure is built for stability. Invacio “will be ready for everything the world of big data and AI could demand.”
Invacio Products and Solutions Invacio has a number of products and solutions built on its AI framework, including all of the following:
Network Invacio’s Network is a social network available for consumers and commercial users. The social network is distinguished by features like its AI-backed user-driven information feeds and stickers, including things like real-time stock market tickers.
Network also has detailed charts allowing you to track stocks in real-time, AI-driven market analysis, location-specific user-reviewed content and suggestions, and more. Basically, Invacio’s Network wants to use AI to change the world of social network.
Commercial users, meanwhile, can interact with the platform to make business decisions based on the social data of users.
Invacio Tamius Invacio has a decentralized blockchain banking system called Tamius. Tamius is built upon Invacio’s AI technologies.
The platform integrates crypto and traditional fiat currencies in a single, perfectly secure, user-friendly multi-channel platform that makes high-speed cross-currency and cross-border transactions simple and intuitive.
Tamius aims to revolutionize fiat and cryptocurrency banking overall by providing the functionalities expected of fiat-based banking services along with a number of additional innovations.
Aquila Aquila collects and tracks companies from all of the world’s major stock exchanges, giving the user all of the relevant trading information required in a single UI. Users can login before the markets open to receive end of day predictions for 2995 separate stocks and forex pairs.
Aquila has three core components, including Agnes, Archimedes, and Tomahawk:
Agnes: Agnes provides stock market analysis based on AI, deep learning, and machine learning.
Archimedes: Archimedes is a human/AI hedge fund that allows access to hedge fund level returns on investment to any subscriber independent of their net worth.
Tomahawk: Tomahawk offers long-range trading driven by AI making predictions of future values over a year in advance, allowing access to a lower risk, long-term hedge fund available to anyone regardless of net worth.
Invmail Invmail is an end-to-end encrypted communications platform consisting of email, video conferencing, and voice messaging. The platform uses a zero knowledge server to ensure no record of communication is retained. Sensitive conversations can take place online in complete privacy.
As the Invacio website explains, “Invmail is the online equivalent of having a face to face meeting in a locked bank vault only much more convenient.”
Other Invacio Services Invacio’s other AI services include its commercial and governmental APIs, which include things like voice recognition APIs to help companies and governments develop better services.
Invacio also offers a platform called Alise, which provides users with real-time feedback based on their social media mentions and other media mentions worldwide. It allows companies or individuals to gauge public opinion on an organization, product, or brand. Governments can also use Alise to monitor how potential policies are understood or being discussed by the populace.
Invacio also has a security platform called Invacio Security. This platform is able to monitor an environment for people of interest 24 hours a day, 7 days a week using data collected from CCTV systems. In other words, Invacio Security will monitor thousands of connected CCTV feeds to identify any possible people of interest.
Finally, Invacio has two divisions dedicated to all of the products listed above, including an applied AI division and a research division.
Who’s Behind Invacio INV? Invacio Holdings, Ltd. is headquartered in London, UK. The company was founded by William J D West (Founder and Chief Vision Officer). The idea for Invacio began in early 2010 when West “embarked on a personal quest to learn more about AI”.
The remaining Invacio team includes senior Wall Street executives, coders, scientists, engineers, statisticians, and entrepreneurs.
Invacio INV ICO Conclusion Invacio is an AI platform backed by five years of development. That AI platform is being integrated into a number of different areas. Invacio can scan tens of thousands of CCTV feeds worldwide, for example, to identify a person of interest. Invacio can also be used to monitor cryptocurrency and fiat currency markets, providing detailed analyses and predictions on future market movements.
To learn more about Invacio and how it plans to integrate AI into other aspects of daily life, visit online today at :
INVACIO
submitted by anhard88 to u/anhard88 [link] [comments]

Help with a parabolic SAR

Hi all!
This is my first post on python but I’ve been using the language for a while to make small projects, mainly using API for a number of websites.
My current project is to create an automated forex trading software using data from the IG.com API and the parabolic SAR indicator. With IG you cannot download indicator values live as this isn’t supported so I am having to calculate it myself. However I really cannot get my calculation to remain in check with the value displayed in the IG.com trading window and sometimes the SAR value I calculate rises when it should be falling?!
Does anyone have any experience dealing with a parabolic SAR calculation using values attained every minute?
Thank you all!
submitted by Jack_the_King to Python [link] [comments]

Algorithmic Trading Strategy for Forex (EUR/USD)

Dear Reddit,
We are a team of three people that have developed an algorithmic trading strategy for Forex during the beginning of this year.
It is coded in .NET and the broker we use is Interactive Brokers (API). Strategy is simple and trades after technical indicators, but highly optimized.
The algorithms works very well and has already given us a return of 30% without margin during three weeks of live trading. We did get good results when we backtested the algorithms too (6 months), but we get even better results during live trading. We have developed our own backtesting software with our own recorded data. The strategy is only trading EUUSD right now because this currency pair has the highest amount of liquidity in the market, and our robot needs liquidity. We hold positions from 60 ms up to 1 hour.
We are trading Live with our own money right now. But we are very interested to get in touch with people in this area to continue to develop this strategy, attract capital or collaborate with other people in this area.
We often get the question: "Is it really possible to make money with algorithmic trading?" Answer: Yes you can, but it involves a lot of work, experience and sense of how markets work. This strategy for example should only be used when the markets conditions are "right" for this strategy and that is; High liquidity in the FX markets, low volatility and no major news events or volatile stock markets that can have spill over effects on the FX market. Otherwise big unexpectedly moves in this currency pair will occur more often and and this will result in unnecessary losses.
Which boards or communities are best for this kind of things?
Please let us know. If you have any questions about our strategy or anything else, feel free to ask :)
Thanks.
submitted by AlgoFX to algotrading [link] [comments]

Little Known AI Company Makes World Debut In Front Of United Nations

Founded by William J D West around 5 years ago and developed in stealth mode since then, Invacio is a tech company unlike any other in the world and because of this, it is attracting attention from some fairly high up places. Governmental discussions are ongoing around the world to implement their technology in various ways.
But what is it exactly that invacio do that instigated the invitation to make their worldwide debut presentation (coming out if you will) in front of world leaders at the UNESCAP FDI meeting in Thailand on November the 3rd last year?
The answer to that is quite hard to formulate without going off on multiple tangents all at once, so, I will give a brief outline and then try to cover some more specifics in order that you can try to paint the picture for yourself more clearly…All I will say before launching into this is open your mind and try to see all the potential uses of this technology.
Invacio is primarily an applied artificial intelligence company that has created a multi-agent neural network that analyzes the world’s informational output, digests it, correlates the various disparate facts and ultimately delivers actionable intelligence across any sector of commerce, industry, society or government possible.
Regardless of the source of this data be it: NASAs satellite feeds, live news, digital radio, video broadcasts, social media twitterings etc or live market data from world exchanges or even historical digitized data banks like the National Library of Congress and thousands of others, they are all relentlessly probed and itemized by a system which is self learning and always hungry for more. Since the system was switched on, an ever growing number of proprietary datasets have been created well over 2 billion as this story is being written. Ok, so Invacio has a lot of information from all over the world: but what exactly is its use? And, what can Invacio do that any other information rich organisation with a decent search engine can’t?
Well, this is where it truly comes into its own you see, it doesn’t pull the information together, stick a label on it and forget about it until someone asks for it. No, Invacio actively seeks to place all the information it holds into context with all the rest so that comparisons, parallels and connections can be created. Why? Because their system is designed to understand the world and guide us where it can. An example of this which was given during the presentation to the United Nations was that of crisis management during the Californian wildfires last year – Within a second of the first tweet relating to the fires starting being sent, Jean (that is what they call the full operational system) was aware and rapidly pulling together every type of relevant information available. Everything from geographical data, historically relevant time based records of vineyards (soil composition, state of vines or ripeness of fruits), meteorological details (live conditions and historical in relation to similar events globally)…… you get the picture.
In the second second Jean would have been able to direct the emergency response and do as much as possible to limit the ongoing damage being caused by the fire by predicting the way the emergency would develop having analysed all available information and extrapolating.
As a bonus, in the 3rd second Jean could have told you whether it was worth buying wine futures or no.
That is one example,imagine the benefits of having that kind of analysing power in your sector:
Hedge funds… highly accurate predictions on shares, indices, commodities and forex (Agnes, Archimedes, Aquila and Tomahawk), Market intelligence… knowing what the world is thinking about your brand, competitor, client or product in real time (Alise), Security… maintaining secure facilities through the application of advanced facial recognition through security cameras(Sauron) or alternatively simply plug your organisation straight into Invacio API and pull out the information you need to make your world a better place.
Invacio ICO Invacio are currently undergoing an ICO (initial coin offering) in order to fund the roll out of various divisions that are underpinned by Jean. The coins sold during the sale will be directly connected to the use of Invacios raft of products. Whether they are used to pay whole subscription fees for AI fintech predictive services or to attract a discount against a corporate market intelligence monitoring account through the Alise division these coins will provide a great amount of utility within the Invacio group.
submitted by InvacioOfficial to u/InvacioOfficial [link] [comments]

Do you think someone will buy my C++ source code of a backtest/trade system?

Hi all,
This is not an AD, but I'm asking your opinion whether someone may be interested in my system, or whehter it's worth that I do some work to find a buyer. This is a backtesting and trade system, not strategy.
Main functions and features: * Written in C++, using Qt framework. Can run on Windows, Linux, and Mac. * Console program, very fast. * Currently only support Forex, but it's easy to extend to support other markets, such as Stock. * Backtesting. Candle bar based backtesting. It's not difficult to support tick based backtesting. * Optimization. Currently only brute force is supported, but it's quite easy to plug in other methods. * Walkforward testing. * Multiple threading. OpenMp is used for multithreading, each backtesting task is allocated on a CPU core. * One robot can use multiple instruments and multiple time frames. * Live trading system. Currently Oanda REST API is implemented. One robot can place buy/sell order on different account, to avoid no-hedging limitation. I have used it on my live account, and it works well. * Any more trade platforms should be able to be integrated to the system, such as FIX, but I didnt do any investigation yet. * Some indicators are included. MA, RSI, MACD, PSAR, etc, using ta_lib. New indicators can be developed easily. * Dukascopy data download. Incremental download tick data from Dukascopy, very fast. * Oanda data download. Using Oanda REST API, incremental, very fast. * Simple charting. So the report contains a balance chart, very intuitive. * Some other features, such as convert Dukascopy tick data to internal candle binary data, convert candle data to MT4 CSV, etc. * Unit testing. Some key components are unit tested. * High quality code. I'm an experienced developer. You can check my code quality and style from my open source C++ library, cpgf, on github, though it's not finance related. * Very good performance. The bar based backtesting system is highly optimized. * Since the architecture is good, the system can be used as either a program or a library. * About 50K lines of C++ code. * I spent about one year partial time on it.
My question is, do you think anyone will be interested to buy my source code? And how much do you think I should charge for? Or beside selling the source code, what do you think I can do to earn some money via the system? My original purpose developing such a system is to use by myself, but I'm not sure when I can find a good strategy to earn some money for me.
Thanks
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ECN2 Trader and FXCM Forex Connect API

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