Python Finance

Open-source Python projects categorized as Finance

Top 23 Python Finance Projects

  • OpenBBTerminal

    Investment Research for Everyone, Everywhere.

    Project mention: Open-Sourcing High-Frequency Trading and Market-Making Backtesting Tool | /r/Python | 2023-12-06

    You might want to suggest this as an extension to the OpenBB project - I imagine that could be of interest to them if there isn’t something like it built in already :-)

  • vnpy

    基于Python的开源量化交易平台开发框架

  • 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.

  • dash

    Data Apps & Dashboards for Python. No JavaScript Required.

    Project mention: dash VS solara - a user suggested alternative | libhunt.com/r/dash | 2023-10-13
  • zipline

    Zipline, a Pythonic Algorithmic Trading Library

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

  • 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.

  • 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
  • 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.

  • pandas-ta

    Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators

    Project mention: Help recreating ta-lib python MACDFIX in pure python | /r/algotrading | 2023-05-03

    I do not know what is the difference between MACD and MACDFIX but maybe you can take a look how MACD is implemented in pandas_ta library and modify it a bit to achive a behavior you want.

  • tf-quant-finance

    High-performance TensorFlow library for quantitative finance.

    Project mention: tf-quant-finance: NEW Derivatives and Hedging - star count:3911.0 | /r/algoprojects | 2023-06-10
  • alpha_vantage

    A python wrapper for Alpha Vantage API for financial data.

    Project mention: alpha_vantage: NEW Data - star count:3917.0 | /r/algoprojects | 2023-05-15
  • quantstats

    Portfolio analytics for quants, written in Python

    Project mention: Quantstats issue with Google Colab | /r/quant | 2023-03-22
  • mlfinlab

    MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

    Project mention: mlfinlab: open source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data s | /r/algoprojects | 2023-11-21
  • vectorbt

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

  • PyThalesians

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

  • mplfinance

    Financial Markets Data Visualization using Matplotlib

    Project mention: mplfinance: NEW Data - star count:3062.0 | /r/algoprojects | 2023-11-20
  • pandas-datareader

    Extract data from a wide range of Internet sources into a pandas DataFrame.

    Project mention: Seeking recommendations for forex economic data API | /r/algotrading | 2023-05-03

    I've looked at https://github.com/pydata/pandas-datareader and it looks good, does anyone have experience?

  • 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
  • FinanceToolkit

    Transparent and Efficient Financial Analysis

    Project mention: Work with First, Second and Third Order Greeks Through the Finance Toolkit | news.ycombinator.com | 2024-01-17

    Over the last year I've spend a significant amount of time creating a Finance Toolkit in Python, it currently features over 150+ different metrics such as financial ratios, models, risk and performance metrics, technical indicators, macro-economic parameters and since today also all Greeks.

    The Finance Toolkit is written in Python and is meant as a free solution to acquire a large range of financial metrics. My goal is to make financial calculations accessible to everyone as there is no point in reinventing the wheel over and over again which I've seen countless of times happen given that I work in the Financial Sector myself.

    If you are interested give it a go: https://github.com/JerBouma/FinanceToolkit and find the recent release notes here that talk about the Greeks: https://github.com/JerBouma/FinanceToolkit/releases/tag/v.1....

  • bulbea

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

    Project mention: Deep Learning IV: Bulbea: Deep Learning based Python Library. Deep Learning And Reinforcement Learning - star count:1798.0 | /r/algoprojects | 2023-04-01
  • 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
  • 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 Finance related posts

Index

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

Project Stars
1 OpenBBTerminal 25,785
2 vnpy 23,058
3 dash 20,291
4 zipline 16,963
5 awesome-quant 15,486
6 qlib 13,918
7 akshare 8,089
8 financial-machine-learning 5,402
9 backtesting.py 4,664
10 pandas-ta 4,605
11 tf-quant-finance 4,227
12 alpha_vantage 4,143
13 quantstats 4,059
14 mlfinlab 3,723
15 vectorbt 3,630
16 PyThalesians 3,315
17 mplfinance 3,269
18 pandas-datareader 2,798
19 awesome-systematic-trading 2,735
20 FinanceToolkit 2,273
21 bulbea 1,927
22 Finance 1,588
23 pybroker 1,530
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
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