Python trading-strategies

Open-source Python projects categorized as trading-strategies

Top 23 Python trading-strategy Projects

  • awesome-quant

    A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

    Project mention: RustQuant: A Library for Quantitative Finance | news.ycombinator.com | 2024-02-01

    No, it looks more like a Rust equivalent of libraries like ffn (financial functions for python) or many of the other ones listed here https://github.com/wilsonfreitas/awesome-quant

    Using rust to do exploratory analysis in python seems like a misguided idea. But using rust to productize models that have performance and accuracy sensitivities, the things that C/C++ is still used for, indeed sounds like a good idea.

    Most of the python libraries used in finance, like numpy/pandas, call out to C for performance reasons; the libraries are essentially python bindings + syntax to C functions. It would be interesting to think about replacing that backend with rust.

  • financial-machine-learning

    A curated list of practical financial machine learning tools and applications.

    Project mention: financial-machine-learning: NEW Other Models - star count:5115.0 | /r/algoprojects | 2023-12-10
  • WorkOS

    The modern API for authentication & user identity. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • jesse

    An advanced crypto trading bot written in Python

  • quant-trading

    Python quantitative trading strategies including VIX Calculator, Pattern Recognition, Commodity Trading Advisor, Monte Carlo, Options Straddle, Shooting Star, London Breakout, Heikin-Ashi, Pair Trading, RSI, Bollinger Bands, Parabolic SAR, Dual Thrust, Awesome, MACD

    Project mention: quant-trading: NEW Derivatives and Hedging - star count:4620.0 | /r/algoprojects | 2023-10-28
  • Crypto-Signal

    Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks

  • backtesting.py

    :mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.

    Project mention: Python developers -- what broker and api do you use? | /r/algotrading | 2023-06-08

    We chose backtesting.py for a backtesting framework. There are several to choose from but that one seems like the most well-supported and actively worked on at the moment.

  • vectorbt

    Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • PyThalesians

    Python library for backtesting trading strategies & analyzing financial markets (formerly pythalesians)

  • freqtrade-strategies

    Free trading strategies for Freqtrade bot

  • zvt

    modular quant framework.

  • OctoBot

    Open source crypto trading bot

  • eiten

    Statistical and Algorithmic Investing Strategies for Everyone

  • awesome-systematic-trading

    A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading. (by paperswithbacktest)

    Project mention: Ask HN: How to Get into Quantitative Trading? | news.ycombinator.com | 2024-01-26
  • pycryptobot

    Python Crypto Bot (PyCryptoBot)

  • blankly

    🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.

  • Finance

    150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data (by shashankvemuri)

    Project mention: FLaNK Stack Weekly for 20 Nov 2023 | dev.to | 2023-11-20
  • pybroker

    Algorithmic Trading in Python with Machine Learning

    Project mention: pybroker: NEW Other Models - star count:1362.0 | /r/algoprojects | 2023-12-09
  • TradingGym

    Trading and Backtesting environment for training reinforcement learning agent or simple rule base algo.

  • AlphaPy

    Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

    Project mention: AlphaPy: machine learning framework built on sklearn and pandas. Support pyfolio/xgboost/lightgmb/catboost(gradient boosting on decision tress) etc. Examples include financial market prediction/sports prediction/kaggle. Configurations are set though | /r/algoprojects | 2023-12-10
  • AutoTrader

    A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.

  • stock

    stock股票.获取股票数据,计算股票指标,识别股票形态,内置选股策略,股票验证回测,股票自动交易,支持PC及移动设备。

    Project mention: InStock: NEW Data - star count:119.0 | /r/algoprojects | 2023-05-27
  • algo-trader

    Trading bot with support for realtime trading, backtesting, custom strategies and much more.

    Project mention: Algo-trader vs. PyBroker | /r/algotrading | 2023-05-10
  • LiuAlgoTrader

    Framework for algorithmic trading

  • LearnThisRepo.com

    Learn 300+ open source libraries for free using AI. LearnThisRepo lets you learn 300+ open source repos including Postgres, Langchain, VS Code, and more by chatting with them using AI!

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-02-01.

Python trading-strategies related posts

Index

What are some of the best open-source trading-strategy projects in Python? This list will help you:

Project Stars
1 awesome-quant 15,248
2 financial-machine-learning 5,349
3 jesse 5,090
4 quant-trading 5,031
5 Crypto-Signal 4,635
6 backtesting.py 4,593
7 vectorbt 3,593
8 PyThalesians 3,304
9 freqtrade-strategies 2,894
10 zvt 2,850
11 OctoBot 2,677
12 eiten 2,655
13 awesome-systematic-trading 2,631
14 pycryptobot 1,913
15 blankly 1,910
16 Finance 1,552
17 pybroker 1,505
18 TradingGym 1,431
19 AlphaPy 1,029
20 AutoTrader 789
21 stock 774
22 algo-trader 733
23 LiuAlgoTrader 636
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