ceylon-ai-projects / data_stream_gym
Any Stream to Reinforcement Learning Environment (Time Series Data, Stock Market )
☆12Updated 5 years ago
Related projects: ⓘ
- Stock Market Prediction Using Unsupervised Features☆52Updated 6 years ago
- Hedging portfolios with reinforcement learning.☆33Updated 7 years ago
- A Project of a Reinforcement Learning course. Simulated competing investment strategies through continuous refinement in a virtual stock …☆13Updated 5 years ago
- Creating DRL infrastructure for Dynamic Beta with Zipline and Keras☆14Updated last year
- ☆52Updated this week
- ALGORITHM TRADING AND STOCK PREDICTION USING MACHINE LEARNING☆15Updated 5 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆21Updated 6 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 5 years ago
- # Bayesian-Regression-to-Predict-Bitcoin-Price-Variations Predicting the price variations of bitcoin, a virtual cryptographic currency. T…☆20Updated 6 years ago
- Wasserstein GAN with gradient penalty (WGAN-GP) applied to financial time series.☆15Updated 5 years ago
- (1) LSTM-RNN stock prices (historical closing precies of S&P500) prediction using keras with tensorflow. (2) Experiments APIs on the netw…☆23Updated 7 years ago
- finance☆43Updated 7 years ago
- A Reinforcement learning model which applies deterministic policy gradient algorithms to maximize return on portfolio management task☆14Updated 6 years ago
- Final Thesis at Fudan University, built a trading strategy on Bitcoin market using recurrent reinforcement learning☆28Updated 5 years ago
- Reinforcement learning environment for trading☆15Updated 6 years ago
- Code from the paper "Robust technical trading strategies using GP for algorithmic portfolio selection"☆10Updated 4 years ago
- Machine Learning for Trading☆14Updated 6 years ago
- Evaluation of Hybrid MODWT-MARS framework for financial time series forecasting☆18Updated last year
- Unsupervised Learning to Market Behavior Forecasting Example☆39Updated 4 years ago
- 📈 Base on AI(RL/LSTM) algorithm to trade stock or features☆14Updated 6 years ago
- (Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"☆16Updated 6 years ago
- Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation☆34Updated 5 years ago
- ☆19Updated 4 years ago
- Applying Reinforcement learning models for stock price predictions☆24Updated 5 years ago
- ☆18Updated 5 years ago
- Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)☆39Updated last year
- ☆16Updated this week
- Deep Direct Recurrent Reinforcement Learning to learn trading system☆26Updated 6 years ago
- we implemented a model to predict the market price of a nonlinear chaotic time series,using reinforcement learning☆16Updated 5 years ago
- apolanco3225 / Deep-Reinforcement-Learning-for-Optimal-Execution-of-Portfolio-Transactions-using-DDPGPerforming a trading strategy using deep deterministic policy gradients to know when to buy, hold or sell stocks in a virtual environment…☆54Updated 5 years ago