All Git Users → AI4Finance-Foundation

7 open source projects by AI4Finance-Foundation

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FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥

✭ 3,497

Jupyter Notebook python finance deep-reinforcement-learning openai-gym fintech stock-trading multi-agent-learning stock-markets pythorch tensorflow2 drl-trading-agents drl-algorithms finrl-library drl-framework trading-tasks

2. Machine-Learning-for-Stock-Recommendation-IEEE-2018

A Practical Machine Learning Approach for Dynamic Stock Recommendation. IEEE TrustCom 2018.

✭ 27

Jupyter Notebook python r machine-learning stock-trading fundamental-analysis stock-recommendation

Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

✭ 2,074

python Jupyter Notebook lightweight reinforcement-learning gae efficient pytorch stable dqn ddpg sac per multiple-gpu ppo a2c td3 model-free-rl drl-pytorch bipedalwalkerhardcore

4. FinRL Podracer

Cloud-native Financial Reinforcement Learning

✭ 179

python machine-learning-algorithms deep-reinforcement-learning openai-gym pytorch quant quantitative-finance algorithmic-trading

5. Quantifying-ESG-Alpha-using-Scholar-Big-Data-ICAIF-2020

Quantifying ESG Alpha using Scholar Big Data: An Automated Machine Learning Approach.

✭ 42

Jupyter Notebook python machine-learning lstm-neural-networks esg

6. Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020

Live Trading. Please star.

✭ 1,251

Jupyter Notebook python deep-reinforcement-learning openai-gym sharpe-ratio ddpg stock-trading ppo a2c-algorithm ensemble-strategy stock-trading-strategy automated-stock-trading

7. DQN-DDPG Stock Trading

Tutorials for FinRL and FinRL-Meta. Please star.

✭ 306

Jupyter Notebook python

1-7 of 7 user projects