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The Top 172 Python Quantitative Finance Open Source Projects

Categories > Economics > Quantitative Finance
Openbbterminal ⭐ 18,990
Investment Research for Everyone, Anywhere.
total releases 4most recent commit 7 hours ago
Awesome Quant ⭐ 11,380
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
most recent commit 7 days ago
Qlib ⭐ 10,215
Qlib is an AI-oriented quantitative investment platform, which aims to realize the potential, empower the research, and create the value of AI technologies in quantitative investment. With Qlib, you can easily try your ideas to create better Quant investment strategies. An increasing number of SOTA Quant research works/papers are released in Qlib.
total releases 27most recent commit a day ago
Ta Lib Python ⭐ 7,381
Python wrapper for TA-Lib (http://ta-lib.org/).
most recent commit a day ago
Tf Quant Finance ⭐ 3,601
High-performance TensorFlow library for quantitative finance.
dependent packages 2total releases 30most recent commit 12 days agopypi tf-quant-finance} Downloads
Quant Trading ⭐ 3,533
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
most recent commit 2 months ago
Financial Models Numerical Methods ⭐ 3,453
Collection of notebooks about quantitative finance, with interactive python code.
most recent commit a year ago
Pyportfolioopt ⭐ 3,209
Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity
dependent packages 8total releases 39most recent commit a month agopypi pyportfolioopt} Downloads
Mlfinlab ⭐ 3,185
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
dependent packages 4total releases 55most recent commit 2 months agopypi mlfinlab} Downloads
Financial Machine Learning ⭐ 3,135
A curated list of practical financial machine learning tools and applications.
most recent commit 18 hours ago
Quantstats ⭐ 2,705
Portfolio analytics for quants, written in Python
dependent packages 11total releases 59most recent commit 15 days agopypi QuantStats} Downloads
Vectorbt ⭐ 2,523
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
dependent packages 9total releases 55most recent commit 3 days agopypi vectorbt} Downloads
Zvt ⭐ 2,296
modular quant framework.
total releases 65most recent commit 13 days ago
Awesome Quant ⭐ 2,175
中国的Quant相关资源索引
most recent commit 2 years ago
Ffn ⭐ 1,391
ffn - a financial function library for Python
dependent packages 4total releases 27most recent commit a month agopypi ffn} Downloads
Robin_stocks ⭐ 1,365
This is a library to use with Robinhood Financial App. It currently supports trading crypto-currencies, options, and stocks. In addition, it can be used to get real time ticker information, assess the performance of your portfolio, and can also get tax documents, total dividends paid, and more. More info at
dependent packages 12total releases 70most recent commit 20 days agopypi robin-stocks} Downloads
Qtpylib ⭐ 1,311
QTPyLib, Pythonic Algorithmic Trading
total releases 121most recent commit 2 years ago
Aialpha ⭐ 1,223
Use unsupervised and supervised learning to predict stocks
most recent commit 3 years ago
Bulbea ⭐ 1,203
🐗 🐻 Deep Learning based Python Library for Stock Market Prediction and Modelling
most recent commit 5 years ago
Stock_analysis_for_quant ⭐ 1,188
Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau
most recent commit a day ago
Machinelearningstocks ⭐ 851
Using python and scikit-learn to make stock predictions
most recent commit 2 years ago
Gemini ⭐ 535
Backtesting for sleepless cryptocurrency markets
most recent commit 2 years ago
Introneuralnetworks ⭐ 530
Introducing neural networks to predict stock prices
most recent commit 3 years ago
Binance_grid_trader ⭐ 530
Binance_grid_trader is a grid strategy bot trading with Binance Spot and Binance Futures Exchange. you can use it to trade any pair in Binance Exchange. Binance_grid_trader是一个币安网格策略软件, 目前支持币安现货，USDT合约和币币合约。
most recent commit 21 days ago
Empyrial ⭐ 519
Portfolio Management Framework for risk and performance analysis 投资组合管理
total releases 92most recent commit 8 months ago
51bitquant ⭐ 513
51bitquant Python数字货币量化交易视频 CCXT框架 爬取交易所数据 比特币量化交易 交易机器人51bitquant tradingbot cryptocurrency quantitative trading btc trading
most recent commit a year ago
Autotrader ⭐ 433
A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.
total releases 99most recent commit 2 months ago
Finance ⭐ 332
Here you can find all the quantitative finance algorithms that I've worked on and refined over the past year!
most recent commit a year ago
Lumibot ⭐ 311
Backtesting and Trading Bots Made Easy for Crypto, Stocks, Options, Futures, FOREX and more
total releases 100most recent commit 5 days ago
Quantdom ⭐ 305
Python-based framework for backtesting trading strategies & analyzing financial markets [GUI ]
total releases 3most recent commit 4 years ago
Qf Lib ⭐ 276
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.
total releases 4most recent commit 6 days ago
Optimalportfolio ⭐ 262
An open source library for portfolio optimisation
most recent commit a year ago
Alphatools ⭐ 243
Quantitative finance research tools in Python
most recent commit 2 years ago
Machine Learning For Asset Managers ⭐ 240
Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado.
most recent commit 5 months ago
Ezibpy ⭐ 238
ezIBpy, a Pythonic Client for Interactive Brokers API
dependent packages 1total releases 63most recent commit 2 years agopypi ezIBpy} Downloads
Quantitative Notebooks ⭐ 233
Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy
most recent commit 3 years ago
Financehub ⭐ 227
Resources for Quantitative Finance
most recent commit 2 years ago
Hands On Python For Finance ⭐ 220
Hands-on Python for Finance published by Packt.
most recent commit 11 hours ago
Time Series Machine Learning ⭐ 220
Machine learning models for time series analysis
most recent commit 5 years ago
Stock Bot ⭐ 220
An application that allows you to design and test your own stock trading algorithms in an attempt to beat the market.
most recent commit 2 years ago
Darwinexlabs ⭐ 192
Datasets, tools and more from Darwinex Labs - Prop Investing Arm & Quant Team @ Darwinex
most recent commit 3 years ago
Finrl_podracer ⭐ 175
Cloud-native Financial Reinforcement Learning
most recent commit 4 months ago
Options Trading Strategies In Python ⭐ 170
Developing Options Trading Strategies using Technical Indicators and Quantitative Methods
most recent commit 3 years ago
Machine Learning And Ai In Trading ⭐ 169
Applying Machine Learning and AI Algorithms applied to Trading for better performance and low Std.
most recent commit 3 years ago
Quant ⭐ 159
Quantitative Finance and Algorithmic Trading
most recent commit 8 years ago
Bursatil Argentina Python ⭐ 153
Guia de ejemplos didácticos en python temática finanzas bolsa trading argentina usa
most recent commit 2 years ago
Py Quantmod ⭐ 149
Powerful financial charting library based on R's Quantmod | http://py-quantmod.readthedocs.io/en/latest/
most recent commit 2 years ago
Awesome Systematic Trading ⭐ 134
A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.
most recent commit 4 days ago
Moonshot ⭐ 130
Vectorized backtester and trading engine for QuantRocket
most recent commit 4 months ago
Quantpy ⭐ 129
A framework for quantitative finance In python.
most recent commit 5 years ago
Blueshift Demo Strategies ⭐ 127
Repository of demo strategies for the Blueshift platform
most recent commit 3 days ago
Fast_arrow ⭐ 121
(no longer maintained) A simple yet robust (stock+options) API client for Robinhood
total releases 31most recent commit 3 years ago
Okama ⭐ 109
Investment portfolio and stocks analyzing tools for Python with free historical data
most recent commit 3 months ago
Pandas Ml Quant ⭐ 107
Master repository for the pandas-ml modules
total releases 45most recent commit a year ago
Deep Quant ⭐ 98
Deep learning for forecasting company fundamental data
most recent commit 4 years ago
Lifelib ⭐ 97
Python package of actuarial models, tools, examples and learning materials.
most recent commit 2 months ago
Pymarketstore ⭐ 94
Python driver for MarketStore
dependent packages 1total releases 14most recent commit 5 months agopypi pymarketstore} Downloads
Wencai ⭐ 92
This is a wencai crawler.（i问财的策略回测接口的Pythonic工具包）
most recent commit a year ago
Rl ⭐ 89
Deep Reinforcement Learning For Trading
most recent commit 2 months ago
Quantsbin ⭐ 76
Quantitative Finance tools
total releases 7most recent commit 2 years ago
Pyfeng ⭐ 75
Python Financial ENGineering (PyFENG package in PyPI.org)
total releases 11most recent commit 17 days ago
Stock.indicators.python ⭐ 63
Stock Indicators for Python. Maintained by @LeeDongGeon1996
total releases 7most recent commit a month ago
Modelx ⭐ 61
Use Python like a spreadsheet!
dependent packages 2total releases 49most recent commit a month agopypi modelx} Downloads
Portfoliolab ⭐ 57
PortfolioLab is a python library that enables traders to take advantage of the latest portfolio optimisation algorithms used by professionals in the industry.
total releases 4most recent commit a year ago
Trading Strategy ⭐ 55
Python framework for quantitative financial analysis and trading algorithms on decentralised exchanges
most recent commit 2 days ago
Spark In Finance Quantitative Investing ⭐ 53
Materials for IBM Spark contest. About the real-world application of big data and spark.
most recent commit 4 years ago
Nagpythonexamples ⭐ 46
Examples and demos showing how to call functions from the NAG Library for Python
most recent commit 13 days ago
Quant Library ⭐ 41
α collection of resources for people interested in quant finance
most recent commit 4 years ago
Storage ⭐ 40
Multi-Factor Least Squares Monte Carlo energy storage valuation model (Python and .NET).
total releases 13most recent commit a day ago
Curves ⭐ 37
Tools for building commodity forward, swaps, and futures curves (Python and .NET).
dependent packages 2total releases 9most recent commit a day agonuget Cmdty.Curves} Downloads
Avellaneda Stoikov ⭐ 34
Replication of study Avellaneda, Marco, and Sasha Stoikov: High-frequency trading in a limit order book. Quantitative Finance 8.3 (2008): 217-224.
most recent commit 5 years ago
Abquant Data ⭐ 32
A&B professional platform for quantitative finance. God is Asking & Bidding Me. ABQ 基于 通达信 数据的量化.
most recent commit a month ago
Crypto Trading Strategy Backtester ⭐ 31
Easy-to-use cryptocurrency trading strategy simulator and backtester
most recent commit 4 months ago
Zillionare ⭐ 31
大富翁AI量化框架
most recent commit a year ago
Projectreward ⭐ 30
A software to shortlist and find the best options spread available for a given stock and help it visualise using payoff graphs.
most recent commit 2 years ago
Python_ds_research ⭐ 29
Python based Quant Finance Models, Tools and Algorithmic Decision Making
most recent commit 5 years ago
Binomialoptmodel ⭐ 28
A python program to implement the discrete binomial option pricing model
most recent commit 4 years ago
Moonchart ⭐ 27
Performance tear sheets and backtest analysis for Moonshot
most recent commit 6 months ago
Quantropy ⭐ 27
Financial pipeline for the data-driven investor to research, develop and deploy robust strategies. Big Data ingestion, risk factor modeling, stock screening, portfolio optimization, and broker API.
total releases 2most recent commit 2 years ago
Fypy ⭐ 26
Vanilla and exotic option pricing library to support quantitative R&D. Focus on pricing interesting/useful models and contracts (including and beyond Black-Scholes), as well as calibration of financial models to market data.
most recent commit 2 months ago
Trading Momentum Transformer ⭐ 26
This code accompanies the the paper Trading with the Momentum Transformer: An Intelligent and Interpretable Architecture (https://arxiv.org/pdf/2112.08534.pdf).
most recent commit 10 months ago
Osqf2015 ⭐ 24
most recent commit 8 years ago
Portbalance ⭐ 23
Determine optimal rebalancing of a passive stock portfolio.
most recent commit 3 years ago
Quantitavefinanceexamplespy ⭐ 23
Financial analysis, algorithmic trading, portfolio optimization examples with Python (DISCLAIMER - No Investment Advice Provided, YASAL UYARI - Yatırım tavsiyesi değildir).
most recent commit 2 months ago
Mindgowrapper ⭐ 22
辣鸡同花顺 MindGo 量化交易平台的回测框架 Some wrapper for sh*t quant platform 10qjka MindGo
most recent commit 5 years ago
Pymc Stochastic Process ⭐ 22
Demonstrating the benefits of using Bayesian Inference and PYMC3 for estimating the parameters of stochastic processes commonly used in quantitative finance.
most recent commit 4 years ago
Quanttradingresearch ⭐ 21
Different quantitative trading models research
most recent commit 6 months ago
Cira ⭐ 21
Cira algorithmic trading made easy. A Façade library for simpler interaction with alpaca-trade-API from Alpaca Markets.
total releases 13most recent commit 3 months ago
Altotrader ⭐ 20
Automated crypto currency trading bot
most recent commit 3 years ago
Hands On Python For Finance V ⭐ 20
Hands-on Python for Finance [Video], Published by Packt
most recent commit 2 years ago
Ibapi Grease ⭐ 20
Monkey patches to grease the Interactive Brokers Python API
dependent packages 1total releases 2most recent commit 4 years agopypi ibapi-grease} Downloads
Beibo ⭐ 19
🤖 Predict the stock market with AI 用AI预测股票市场
most recent commit a year ago
Turingquant ⭐ 19
total releases 12most recent commit a year ago
Support_resistance_line ⭐ 19
A well-tuned algorithm to generate & draw support/resistance line on time series. 根据时间序列自动生成支撑线压力线
most recent commit 2 years ago
Ca_gmvp ⭐ 18
Codes for the paper 'Clustering Approaches for Global Minimum Variance Portfolio'
most recent commit 7 months ago
Macrosynergy ⭐ 16
Macrosynergy Quant Research
total releases 14most recent commit 5 days ago
Pytrendseries ⭐ 16
Detect trend in time series, drawdown, drawdown within a constant look-back window , maximum drawdown, time underwater.
most recent commit 6 months ago
Quant Finance ⭐ 16
Some notebooks with powerful trading strategies.
most recent commit 2 years ago
Crypto Trading Engine ⭐ 15
Crypto real-time trading engine
most recent commit 3 years ago
Fhub ⭐ 14
Python client for Finnhub API
total releases 12most recent commit 3 years ago
1-100 of 172 projects
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