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Top 23 Python quantitative-finance Projects
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Project mention: Want to get started using the OpenBB SDK? Explore an example notebooks! | /r/openBB | 2023-06-06
Load Historical Prices
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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
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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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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 -
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:4455.0 | /r/algoprojects | 2023-09-22 -
Project mention: tf-quant-finance: NEW Derivatives and Hedging - star count:3911.0 | /r/algoprojects | 2023-06-10
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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 -
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.
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vectorbt
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
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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
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Project mention: Scikit-learn Stock Prediction: using fundamental and pricing data to predict future stock returns. Sklearn's randomforest classifier is trainded and author claimed positive live trading results. Not actively mainained Other Models - star count:1520.0 | /r/algoprojects | 2023-08-28
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robin_stocks
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
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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 -
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Empyrial
AI and data-driven quantitative portfolio management library for portfolio risk and performance analysis 投资组合管理
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AutoTrader
A Python-based development platform for automated trading systems - from backtesting to optimisation to livetrading.
Project mention: Looking for open source Python code for deep learning model to optimize portfolio | /r/algotrading | 2022-12-22 -
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Project mention: lumibot: NEW Derivatives and Hedging - star count:319.0 | /r/algoprojects | 2023-02-12
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Project mention: Quantsbin: NEW Derivatives and Hedging - star count:402.0 | /r/algoprojects | 2023-09-02
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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.
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Mergify
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Python quantitative-finance related posts
- qlib: NEW Other Models - star count:12388.0
- quant-trading: NEW Derivatives and Hedging - star count:4455.0
- quant-trading: NEW Derivatives and Hedging - star count:4455.0
- qlib: NEW Other Models - star count:12313.0
- qlib: NEW Other Models - star count:12388.0
- quant-trading: NEW Derivatives and Hedging - star count:4455.0
- qlib: NEW Other Models - star count:11961.0
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Index
What are some of the best open-source quantitative-finance projects in Python? This list will help you:
Project | Stars | |
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1 | OpenBBTerminal | 24,346 |
2 | awesome-quant | 13,720 |
3 | qlib | 12,452 |
4 | financial-machine-learning | 4,646 |
5 | quant-trading | 4,469 |
6 | tf-quant-finance | 4,018 |
7 | mlfinlab | 3,551 |
8 | quantstats | 3,475 |
9 | vectorbt | 3,143 |
10 | zvt | 2,672 |
11 | qtpylib | 2,033 |
12 | bulbea | 1,849 |
13 | MachineLearningStocks | 1,535 |
14 | robin_stocks | 1,523 |
15 | awesome-systematic-trading | 1,304 |
16 | pybroker | 1,271 |
17 | Empyrial | 775 |
18 | AutoTrader | 690 |
19 | stock | 522 |
20 | lumibot | 445 |
21 | Quantsbin | 410 |
22 | qf-lib | 370 |
23 | Q-Fin | 339 |