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Top 23 Finance Open-Source Projects
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InfluxDB
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awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
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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.
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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.
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FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
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hyperswitch
An open source payments switch written in Rust to make payments fast, reliable and affordable
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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)
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StockSharp
Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).
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financial-machine-learning
A curated list of practical financial machine learning tools and applications.
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backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
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pandas-ta
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators
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SaaSHub
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Maybe is the story of a comeback. It was shut down in July, 2023. Not wanting to waste the $1,000,000 from investors, Maybe was open-sourced this past January as a fully transparent, open-source, community-backed personal finance app. It was hard to miss because it was trending on GitHub for the entire week.
Project mention: Open-Sourcing High-Frequency Trading and Market-Making Backtesting Tool | /r/Python | 2023-12-06You 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 :-)
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.
Project mention: Open-source AI-oriented quantitative investment platform | news.ycombinator.com | 2023-11-03
Project mention: Firefly III: A free and open source personal finance manager | news.ycombinator.com | 2024-02-15Not SQL, but check out the contents of the database folder. For example:
https://github.com/firefly-iii/firefly-iii/blob/main/databas...
Project mention: Machine Learning for Trading: Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses - star count:10678.0 | /r/algoprojects | 2023-11-20
Project mention: GPT-4, without specialized training, beat a GPT-3.5 class model that cost $10B | news.ycombinator.com | 2024-03-24There is also the open source FinGPT, that is claimed to beat GPT4 in some benchmarks at a fine tuning cost of $17.25.
Project mention: A better storage format for postman collections | news.ycombinator.com | 2024-04-14
Project mention: Batendo BOVA11 - Approach usando Reinforcement Learning | /r/farialimabets | 2023-09-11FinRL ---> https://github.com/AI4Finance-Foundation/FinRL
One such excellent Python library is TA-Lib. (https://github.com/TA-Lib/ta-lib-python)
6.) You cant maximize position size of spread options strategies, LEAN always assumes naked margin first and ON THE NEXT DATA FRAME - you get your reg-t margin for spreads. https://github.com/QuantConnect/Lean/issues/5693 We're running into 2 years of this issue being reported.
link https://github.com/tradingview/lightweight-charts
Akounting also has a Github issues page for support: https://github.com/akaunting/akaunting/issues
Project mention: StockSharp: NEW Derivatives and Hedging - star count:6089.0 | /r/algoprojects | 2023-11-10
Project mention: financial-machine-learning: NEW Other Models - star count:5115.0 | /r/algoprojects | 2023-12-10
Project mention: Buffett once bet $1M that he could beat a group of hedge funds over 10 years | news.ycombinator.com | 2024-01-07> pyfolio.tears.create_interesting_times_tear_sheet measures algorithmic trading algorithm performance during "stress events" https://github.com/quantopian/pyfolio/blob/03568e0f328783a6a... :
> Generate a number of returns plots around interesting points in time, like [...]
https://news.ycombinator.com/item?id=19111911 :
> pyfolio/examples/zipline_algo_example.ipynb:
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.
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.
Project mention: tf-quant-finance: NEW Derivatives and Hedging - star count:3911.0 | /r/algoprojects | 2023-06-10
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 2024-04-14.
Finance related posts
- 🛠️Non-AI Open Source Projects that are 🔥
- GPT-4, without specialized training, beat a GPT-3.5 class model that cost $10B
- Would you use an open source personal finance app?
- RustQuant: A Library for Quantitative Finance
- Ask HN: How to Get into Quantitative Trading?
- Ask HN: What's the deal with the "open-source SaaS" trend these days?
- Show HN: Finagg – free and nearly unlimited financial data
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A note from our sponsor - InfluxDB
www.influxdata.com | 19 Apr 2024
Index
What are some of the best open-source Finance projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | maybe | 26,345 |
| 2 | OpenBBTerminal | 26,002 |
| 3 | vnpy | 23,344 |
| 4 | dash | 20,434 |
| 5 | zipline | 17,036 |
| 6 | awesome-quant | 15,828 |
| 7 | qlib | 14,096 |
| 8 | Firefly III | 14,069 |
| 9 | machine-learning-for-trading | 11,750 |
| 10 | FinGPT | 11,334 |
| 11 | hyperswitch | 10,177 |
| 12 | FinRL | 9,016 |
| 13 | ta-lib-python | 8,957 |
| 14 | Lean | 8,655 |
| 15 | akshare | 8,321 |
| 16 | lightweight-charts | 8,178 |
| 17 | Akaunting | 7,427 |
| 18 | StockSharp | 6,596 |
| 19 | financial-machine-learning | 5,495 |
| 20 | pyfolio | 5,418 |
| 21 | backtesting.py | 4,797 |
| 22 | pandas-ta | 4,708 |
| 23 | tf-quant-finance | 4,259 |
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