This repository contains the starter kit and tutorials for the SecureFinAI Contest 2026.
Please explore FinAI Contest Documentation for task 1, 2 and 3, and FinLoRA Documentation for task 2 and 3.
We also welcome questions for these documentations and will update their FAQs.
Here we also provide some demos for FinRL:
| Task | Model | Environment | Dataset | Link |
|---|---|---|---|---|
| FinRL-AlphaSeek for Crypto Trading @ FinRL Contest 2025 | Ensemble | Crypto Trading Environment | LOB | Baseline solution |
| FinRL-DeepSeek for Stock Trading @ FinRL Contest 2025 | PPO, CPPO | Stock Trading Environment | OHLCV, news | Baseline solution |
| Crypto Trading @ FinRL Contest 2024 | Ensemble | Crypto Trading Environment | LOB | Baseline solution |
| Stock Trading @ NeurIPS 2018 Workshop | DDPG | Stock Trading Environment | OHLCV | Demo for Paper |
| Stock Trading @ FinRL Contest 2023 | PPO | Stock Trading Environment | OHLCV | Baseline solution |
| Stock Trading | PPO | Stock Trading Environment | OHLCV | Demo |
| Stock Trading | Ensemble | Stock Trading Environment | OHLCV | Demo for paper |
| Sentiment Analysis with RLMF @ FinRL Contest 2024 | / | Stock Sentiment Environment | OHLCV, News | Starter-Kit |
| Sentiment Analysis with Market Feedback | ChatGLM2-6B | -- | Eastmoney News | Code |
| Stock Price Prediction | Linear Regression | -- | OHLCV | Demo |
Useful materials and resources for contestants:
- FinAI Contest Docs
- FinRL Trading Agents Blog
- FinRL Contests
- FinRL Contest 2025: Contest Website; Github
- FinRL Contest 2024: Contest Website; Github
- FinRL Contest 2023: Contest Website; Github
- FinLoRA
- FinRL-DeepSeek
- Regulations Challenges at COLING 2025: Contest Website; Github
- FinRL
- FinRL-Meta
- FinRL Tutorials