Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge. Learn more →
Top 23 Python Finance Projects
-
Project mention: Want to get started using the OpenBB SDK? Explore an example notebooks! | /r/openBB | 2023-06-06
Load Historical Prices
-
-
InfluxDB
Collect and Analyze Billions of Data Points in Real Time. Manage all types of time series data in a single, purpose-built database. Run at any scale in any environment in the cloud, on-premises, or at the edge.
-
Project mention: [Python] NiceGUI: Lassen Sie jeden Browser das Frontend für Ihren Python-Code sein | /r/aufdeutsch | 2023-04-25
Of course there are valid use cases for splitting frontend and backend technologies. NiceGUI is for those who don’t want to leave the Python ecosystem and like to reap the benefits of having all code in one place. There are other options like Streamlit, Dash, Anvil, JustPy, and Pynecone. But we initially created NiceGUI to easily handle the state of external hardware like LEDs, motors, and cameras. Additionally, we wanted to offer a gentle learning curve while still providing the ability to go all the way down to HTML, CSS, and JavaScript if needed.
-
Zipline by Quantopian: An Open-Source tool for algorithmic trading. It is a platform for developing and testing quantitative trading strategies using Python.
-
awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
This is a good list https://github.com/wilsonfreitas/awesome-quant
-
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.
-
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)
-
Sonar
Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.
-
financial-machine-learning
A curated list of practical financial machine learning tools and applications.
Project mention: financial-machine-learning: NEW Other Models - star count:3893.0 | /r/algoprojects | 2023-09-01 -
backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
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.
-
-
Project mention: tf-quant-finance: NEW Derivatives and Hedging - star count:3911.0 | /r/algoprojects | 2023-06-10
-
pandas-ta
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 130+ Indicators
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.
-
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 | 2022-11-13 -
-
PyThalesians
Python library for backtesting trading strategies & analyzing financial markets (formerly pythalesians)
-
vectorbt
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
-
-
I've looked at https://github.com/pydata/pandas-datareader and it looks good, does anyone have experience?
-
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
-
awesome-systematic-trading
A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.
Project mention: awesome-systematic-trading: NEW Alternative Finance - star count:1249.0 | /r/algoprojects | 2023-09-19 -
-
-
tda-api
A TD Ameritrade API client for Python. Includes historical data for equities and ETFs, options chains, streaming order book data, complex order construction, and more.
Project mention: tda-api: NEW Derivatives and Hedging - star count:1179.0 | /r/algoprojects | 2023-07-11 -
Mergify
Tired of breaking your main and manually rebasing outdated pull requests?. Managing outdated pull requests is time-consuming. Mergify's Merge Queue automates your pull request management & merging. It's fully integrated to GitHub & coordinated with any CI. Start focusing on code. Try Mergify for free.
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 2023-09-19.
Python Finance related posts
- qlib: NEW Other Models - star count:12313.0
- awesome-systematic-trading: NEW Alternative Finance - star count:1249.0
- qlib: NEW Other Models - star count:12388.0
- FinRL-Meta: NEW Data - star count:937.0
- fredapi: NEW Data - star count:745.0
- FinRL-Meta: NEW Data - star count:925.0
- qlib: NEW Other Models - star count:11961.0
-
A note from our sponsor - InfluxDB
www.influxdata.com | 22 Sep 2023
Index
What are some of the best open-source Finance projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | OpenBBTerminal | 24,346 |
| 2 | vnpy | 21,772 |
| 3 | dash | 19,352 |
| 4 | zipline | 16,504 |
| 5 | awesome-quant | 13,720 |
| 6 | qlib | 12,452 |
| 7 | akshare | 7,285 |
| 8 | financial-machine-learning | 4,646 |
| 9 | backtesting.py | 4,068 |
| 10 | alpha_vantage | 4,018 |
| 11 | tf-quant-finance | 4,018 |
| 12 | pandas-ta | 4,000 |
| 13 | mlfinlab | 3,551 |
| 14 | quantstats | 3,475 |
| 15 | PyThalesians | 3,193 |
| 16 | vectorbt | 3,143 |
| 17 | mplfinance | 2,970 |
| 18 | pandas-datareader | 2,717 |
| 19 | bulbea | 1,849 |
| 20 | awesome-systematic-trading | 1,304 |
| 21 | pybroker | 1,260 |
| 22 | yahoo-finance | 1,237 |
| 23 | tda-api | 1,206 |
Tired of breaking your main and manually rebasing outdated pull requests?
Managing outdated pull requests is time-consuming. Mergify's Merge Queue automates your pull request management & merging. It's fully integrated to GitHub & coordinated with any CI. Start focusing on code. Try Mergify for free.
blog.mergify.com