Python quantitative-trading

Open-source Python projects categorized as quantitative-trading
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Topics: quantitative-finance algorithmic-trading Finance trading-bot trading-strategies
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Top 13 Python quantitative-trading 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.

  • qlib

    Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

    Project mention: Open-source AI-oriented quantitative investment platform | news.ycombinator.com | 2023-11-03

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  • 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

  • quantstats

    Portfolio analytics for quants, written in Python

  • zvt

    modular quant framework.

  • 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

  • bulbea

    :boar: :bear: Deep Learning based Python Library for Stock Market Prediction and Modelling

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • AutoTrader

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

  • deep-RL-trading

    playing idealized trading games with deep reinforcement learning

  • trading-strategy

    Python framework for quantitative financial analysis and trading algorithms on decentralised exchanges

    Project mention: For stock trading/finance, which kind of Python library are you looking for and can’t find? | /r/Python | 2023-04-18

    We are extensively using dataclasses_json for this purpose. However, we would choose it again, due to not being maintained and inflexibility in the core functions. I would recommend FastAPI / Pydantic instead.

  • crypto-trading-strategy-backtester

    Easy-to-use cryptocurrency trading strategy simulator and backtester

  • fcore

    Fcore Is an AI Framework for Financial Markets Analysis (Active Development).

    Project mention: My Trading Classifier Methodology, looking for feedback | /r/quant | 2023-04-27

    You may see my classification approach on Github.

  • quantclean

    🧹 Quantclean is a program that reformats financial dataset to US Equity TradeBar (Quantconnect format)

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 quantitative-trading related posts

Index

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

Project Stars
1 awesome-quant 15,828
2 qlib 14,096
3 quant-trading 5,171
4 quantstats 4,228
5 zvt 2,971
6 awesome-systematic-trading 2,862
7 bulbea 1,969
8 AutoTrader 843
9 deep-RL-trading 342
10 trading-strategy 151
11 crypto-trading-strategy-backtester 66
12 fcore 19
13 quantclean 16

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