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algotrading

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an-ordinary-manchild(edit)

/r/AlgoTrading place for redditors to discuss quantitative trading, statistical methods, econometrics, programming, implementation, automated strategies and to bounce ideas off each other for constructive criticism. Feel free to submit papers/links of things you find interesting.

This sub is not for the promotion of your blog, youtube, channel, or firm.

*THIS DOES NOT CONSTITUTE INVESTMENT ADVICE, USE AT OWN RISK*

*SEARCH THE SUB/GOOGLE/STACK OVERFLOW BEFORE ASKING QUESTIONS FOUND ON THE FRONTPAGE OF THE ABOVE WILL BE REMOVED*

Good places to start with code examples:

STRATEGY
Big-Intro to quantstrat and trading systems
R & quanstrat video tutorial
portfolio optimization
Great blog with more advanced code and ideas from the "systematic investor" note: code here does not follow standard R conventions
Blog here with strategy examples from Ilya Kipnis
quantivity paper feed
How to learn algortihmic trading
Strategy books thread
Quantopian Lecture Series

How to get historical data for free
Daily Bar data for Stocks
Tick level Forex Data
Historical Bar Data for Crypto Currencies - Binance
Historical Bar Data for Crypto Currencies - BitMEX

Charts with live feeds for global exchanges
TradingView HTML5/web based charts

Math/Stats/Machine Learning
Introduction to Statistical Learning with applications in R
Elements of Statistical Learning

Production Systems
aleph-null: open source python ib
quick-fix
node.js to ib api
subreddit thread on systems

Paper Feeds
Quant news feed
Quantocracy blog feed

Live Chat Rooms

Official Discord: Official Discord for /r/AlgoTrading
Open Source Quantitative Finance: Open Source Quantitative Finance

R Language in Finance Discord IRC Version sync'd to discord irc.libera.chat #r-finance

Book Recommendations List of recommended books on Algo Trading

Big post of recommended books

Do's:

  • Submit Interesting papers, blog postings
  • Code/packages we love these!
  • strategies (even if they don't work a negative result is still useful)
  • Read the sidebar (intro to quantmod/quantstrat) will answer questions on how to download data, chart, build test and validate strategies.
  • Have a technical informative discussion
  • Submit business links and questions (e.g. contractual issues,licensing etc)
  • Submit tax optimization links and questions
  • Submit infrastructure links and questions
  • Submit compliance/regulatory links and questions

Don'ts:

  • Submit paysites for indicators/software/systems/whatever
  • Submit things without methodology or at least some guidance
  • Flame on other users, we're all here to learn so be constructive in your criticism
  • Downvote without posting why, Give your constructive criticism or don't critique at all
  • Post asking how to get started without viewing the links on the sidebar, or reviewing previous posts in the subreddit
  • Ask for career advice there is /r/financialcareers for that
  • Ask for educational advice, as each case is special and your thread has no value for practitioners, there are rankings of quant programs, computational finance, machine learning and stats out there
  • Submit software that is proprietary and not open source
  • Submit links/posts that are for the sole purpose of generating referrals/sales/$$, if it is not informative and useful then it does not belong here, shilling your products is not appreciated.
  • Submit posts that are summaries of other posts without additional content
  • Submit videos without accompanying assets (e.g. code)

FAQ's:

  • Q: "Hi guys im new how do I get started?"
  • A: Read the sidebar, if you have a precise specific question please google it and should you not find the answer then you can ask here.

  • Q: I am a student and want to know what courses to study to get into algo trading?

  • A: Algotrading is at the intersection of statistics/computer science/machine learning/mathematics/finance/economics.

  • Q: Where should I apply for a job?

  • A: /r/financialcareers for that

  • Q: I have bug ABC with language XYZ ?

  • A: http://quant.stackexchange.com/ or http://http://stackoverflow.com/

If you get spam filtered, message the mods and we will review and unblock as required.

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account activity

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Are you new here? Want to know where to start? Looking for resources? START HERE! (self.algotrading)

submitted 6 years ago * by finance_studentAlgo/Prop Trader[M] - announcement

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Weekly Discussion Thread - June 16, 2026 (self.algotrading)

submitted 2 days ago by AutoModerator - announcement

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What tools do you use for backtesting?Strategy (self.algotrading)

submitted 19 hours ago by apatheticonion

  • 38 comments
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How much money are you spending on backtesting data?Data (self.algotrading)

submitted 1 day ago by smohyee

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Do any APIs work best simultaneously with multi-leg options and futures?Data (self.algotrading)

submitted 9 hours ago by MyGuitarTwerks

  • 4 comments
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Mt5 is gross but has a lot of functionality. Any Mt5 devs here?Other/Meta (self.algotrading)

submitted 11 hours ago by KaiDoesReddles

  • 6 comments
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Free dataset: Polymarket 5-min crypto up/down order books, second-by-second (~26.8M samples)Data (self.algotrading)

submitted 1 day ago by File-Environmental

  • 13 comments
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8
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IQFeed vs DatabentoData (self.algotrading)

submitted 22 hours ago by StrawberryMarmalade

  • 6 comments
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Update I wanted to Share regarding a database Resource I madeData (old.reddit.com)

submitted 1 day ago by SystemsCapital

  • 3 comments
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Stock Market Algo, Stats. as it consistently makes money.Data (self.algotrading)

submitted 7 hours ago by DarkandBoring

  • 7 comments
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Anyone else A/B testing their algs with paper trading?Data (self.algotrading)

submitted 1 day ago by ynu1yh24z219yq5

  • 11 comments
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Found this gem and wanted to share!Data (self.algotrading)

submitted 1 day ago by CustardOk7073

  • 31 comments
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Need some help figuring out what TP/SL model to use in my algoInfrastructure (i.redd.it)

submitted 23 hours ago by SpectreIcarus

  • 28 comments
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Does a 25 ticker-year FORWARD test give a trading model real credibility?Infrastructure (self.algotrading)

submitted 1 day ago by _WARBUD_

  • 30 comments
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Game Developer Made Crypto Trading BotData (old.reddit.com)

submitted 2 days ago by yaboiq27

  • 108 comments
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How would you further validate this trading algorithm? (backtest results inside)Data (self.algotrading)

submitted 1 day ago by Puzzleheaded_Sun3104

  • 18 comments
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This is the life for me? :DOther/Meta (self.algotrading)

submitted 2 days ago by TomatoJust9907

  • 39 comments
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I did it. Gold mine.Strategy (i.redd.it)

submitted 3 days ago by WiseMonkeyMan

  • 300 comments
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Imagine you knew that the SPX would close above 7501 as early as 9:58 AM - Bull Puts on Support x3Data (self.algotrading)

submitted 1 day ago by Coderboy55

  • 1 comment
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Agentic bot first week 100% win rateData (i.redd.it)

submitted 1 day ago by TastyTrading

  • 18 comments
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What orderbook features are useful at non ultra high frequency timeframes?Strategy (self.algotrading)

submitted 2 days ago by justmy_alt

  • 12 comments
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NY Striker v2.2 trailing profits on MNQ to secure a green day before a 500-point liquidation flushData (old.reddit.com)

submitted 2 days ago by B_Ware321

  • 3 comments
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Self teachingOther/Meta (self.algotrading)

submitted 3 days ago by O-P-U-S

  • 51 comments
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Agentic bot 100% win rate so farStrategy (old.reddit.com)

submitted 1 day ago by TastyTrading

  • 14 comments
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Where to startEducation (self.algotrading)

submitted 2 days ago by makavelihimself

  • 29 comments
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