Portfolio Management List
📓 List of portfolio management resources, using Reinforcement Learning.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Financial Machine Learning | 5,277 | 3 months ago | 5 | Python | ||||||
| A curated list of practical financial machine learning tools and applications. | ||||||||||
| Quantresearch | 1,410 | 8 months ago | mit | Jupyter Notebook | ||||||
| Quantitative analysis, strategies and backtests | ||||||||||
| Pgportfolio | 1,386 | 3 years ago | 50 | gpl-3.0 | Python | |||||
| PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf). | ||||||||||
| Cracking The Data Science Interview | 1,291 | 2 years ago | 1 | Jupyter Notebook | ||||||
| A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep | ||||||||||
| Alphapy | 1,003 | 5 months ago | 25 | August 29, 2020 | 13 | apache-2.0 | Python | |||
| Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost | ||||||||||
| Deepdow | 790 | 3 months ago | 5 | February 16, 2021 | 26 | apache-2.0 | Python | |||
| Portfolio optimization with deep learning. | ||||||||||
| How To Learn Deep Learning | 644 | 10 months ago | mit | |||||||
| A top-down, practical guide to learn AI, Deep learning and Machine Learning. | ||||||||||
| Rl Portfolio Management | 417 | 4 years ago | 10 | Jupyter Notebook | ||||||
| Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment) | ||||||||||
| Deep Reinforcement Stock Trading | 382 | a year ago | gpl-3.0 | Jupyter Notebook | ||||||
| A light-weight deep reinforcement learning framework for portfolio management. This project explores the possibility of applying deep reinforcement learning algorithms to stock trading in a highly modular and scalable framework. | ||||||||||
| Deeplearninginfinance | 245 | 7 years ago | 3 | Python | ||||||
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