Python Quant

Open-source Python projects categorized as Quant

Top 20 Python Quant Projects

  • vnpy

    基于Python的开源量化交易平台开发框架

  • zipline

    Zipline, a Pythonic Algorithmic Trading Library

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

  • 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
  • akshare

    AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库 (by akfamily)

  • QUANTAXIS

    QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案

  • 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 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.

  • 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
  • fooltrader

    quant framework for stock

  • Empyrial

    AI and data-driven quantitative portfolio management library for portfolio risk and performance analysis 投资组合管理

  • wtpy

    wtpy是基于wondertrader为底层的针对python的子框架

    Project mention: wtpy: NEW Extended Research - star count:331.0 | /r/algoprojects | 2023-04-29
  • howtrader

    Howtrader: A crypto quant framework for developing, backtesting, and executing your own trading strategies. Seamlessly integrates with TradingView and other third-party signals. Simply send a post request to automate trading and order placement. Supports Binance and Okex exchanges.

  • qf-lib

    Modular Python library that provides an advanced event driven backtester and a set of high quality tools for quantitative finance. Integrated with various data vendors and brokers, supports Crypto, Stocks and Futures.

  • py-market-profile

    A library to calculate Market Profile (aka Volume Profile) for financial data from a Pandas DataFrame.

  • Beibo

    🤖 Predict the stock market with AI 用AI预测股票市场

  • quantclean

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

  • cipher-bt

    Trading strategy backtesting framework with focus on position adjustment in a session scope.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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 Quant related posts

Index

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

Project Stars
1 vnpy 23,169
2 zipline 16,997
3 awesome-quant 15,555
4 qlib 13,989
5 akshare 8,151
6 QUANTAXIS 7,844
7 financial-machine-learning 5,419
8 quant-trading 5,171
9 quantstats 4,083
10 zvt 2,930
11 awesome-systematic-trading 2,776
12 fooltrader 1,121
13 Empyrial 856
14 wtpy 685
15 howtrader 620
16 qf-lib 449
17 py-market-profile 322
18 Beibo 76
19 quantclean 16
20 cipher-bt 7
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com