# FinRL

> Appendix · GitHub facts 2026-10-22 · Web version: https://finance-agents.dev/projects/finrl

## What it does

The README heading is “FinRL: Financial Reinforcement Learning → FinRL-X.” It says this repository keeps the original end-to-end educational framework, and points at FinRL-Trading for the newer modular stack. `pyproject.toml` depends on `stable-baselines3`, `ray`, `ccxt`, `alpaca-py`, and `yfinance`. `requirements.txt` also lists `gymnasium`. GitHub’s primary language is Jupyter Notebook. This list files it in the appendix as a financial reinforcement-learning library and tutorials.

## Repository facts

<div class="afa-facts afa-kv">

| | |
| --- | --- |
| Repository | [AI4Finance-Foundation/FinRL](https://github.com/AI4Finance-Foundation/FinRL) |
| GitHub description | FinRL®:  Financial Reinforcement Learning. 🔥 |
| Stars | 16,782 |
| Forks | 3,575 |
| Created | 2020-07-26 |
| Default branch | `master` |
| Last commit | [2026-10-20](https://github.com/AI4Finance-Foundation/FinRL/commit/c0018c25de864157dc8470f0047b0d10ec721715) `c0018c2` |
| Last push | 2026-10-20 |
| License | MIT |
| Homepage | https://finrl.ai |
| Primary language | Jupyter Notebook |
| Languages | Jupyter Notebook, Python, Dockerfile, Shell |
| Topics | deep-reinforcement-learning, drl-trading-agents, stock-trading, drl-algorithms, pythorch, tensorflow2, drl-framework, multi-agent-learning, finance, stock-markets, trading-tasks, openai-gym, fintech, algorithmic-trading |

</div>

Source: GitHub API, 2026-10-22.


## Technical stack

Primary language reported by GitHub: Jupyter Notebook.
Languages reported by GitHub: Jupyter Notebook, Python, Dockerfile, Shell.

Dependency files (package names only, as read on the fetch date):
- `pyproject.toml`: `stable-baselines3`, `sb3-contrib`, `ray`, `ccxt`, `alpaca-py`, `yfinance`, `elegantrl`, `pyfolio-reloaded`, `stockstats`
- `requirements.txt`: `gymnasium`, `stable-baselines3`, `ccxt`, `alpaca-py`, `yfinance`

## Activity

Last commit on the default branch `master`: 2026-10-20 ([`c0018c2`](https://github.com/AI4Finance-Foundation/FinRL/commit/c0018c25de864157dc8470f0047b0d10ec721715)). Subject: Merge pull request #1462 from Arc000007/codex/finrl-dow-survivorship-….

Last push to the repository: 2026-10-20. Created: 2020-07-26.

## Who it is for

For people learning a deep-RL trading pipeline from tutorials and notebooks. For the later architecture, see FinRL-Trading.

## In this list

Filed under: [Appendix](/appendix).

Related project pages: [FinRL-Trading](/projects/finrl-trading), [FinGPT](/projects/fingpt).

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GitHub facts: 2026-10-22. CC0 1.0 · https://github.com/aowang-ai/awesome-finance-agents

Maintained by Ao Wang (https://aowang.ai).