FinRL
FinRL-Library
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FinRL | FinRL-Library | |
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44 | 202 | |
8,908 | 2,782 | |
2.8% | - | |
8.6 | 9.8 | |
8 days ago | over 2 years ago | |
Jupyter Notebook | Jupyter Notebook | |
MIT License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
FinRL
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Need help to get started
There is a roadmap here with tutorials from AI4fince. It helped me get started. https://github.com/AI4Finance-Foundation/FinRL/tree/master/examples
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[D] ML Researchers/Engineers in Industry: Why don't companies use open source models more often?
Definitely! An example could be the use of https://github.com/AI4Finance-Foundation/FinRL in quant-firms and fintech.
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Does anyone have experience with Reinforcement Learning (RL)?
You can have a look at this repo,may help you to start your journey: https://github.com/AI4Finance-Foundation/FinRL
- reinforcement learning in finance and trading
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[R] Reinforcement learning in Finance project
All tutorial notebooks: https://github.com/AI4Finance-Foundation/FinRL/tree/master/tutorials
You can view the result section of this tutorial https://github.com/AI4Finance-Foundation/FinRL/blob/master/FinRL_StockTrading_NeurIPS_2018.ipynb. Here we compared our RL model with S&P500. You can also try it on your own to see the results
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Hacker News top posts: Mar 27, 2022
FinRL: The first open-source project for financial reinforcement learning\ (4 comments)
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Looking for reinforcement learning resource in finance
I started with this one, friendly to beginners.
FinRL-Library
We haven't tracked posts mentioning FinRL-Library yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
tensortrade - An open source reinforcement learning framework for training, evaluating, and deploying robust trading agents.
gym-anytrading - The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
FinRL-Meta - FinRLÂ-Meta: Dynamic datasets and market environments for FinRL.
Deep-Hedging
Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020 - Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star. [Moved to: https://github.com/AI4Finance-Foundation/Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020]
FinRL - FinRL: Financial Reinforcement Learning. 🔥
rl_lib - Series of deep reinforcement learning algorithms 🤖
FinanceOps - Research in investment finance with Python Notebooks
FinRL - Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance. NeurIPS 2020 & ICAIF 2021. 🔥 [Moved to: https://github.com/AI4Finance-Foundation/FinRL]