WenchenLi / q-learning-traderLinks
tabular q learning for trading
☆12Updated 6 years ago
Alternatives and similar repositories for q-learning-trader
Users that are interested in q-learning-trader are comparing it to the libraries listed below
Sorting:
- Deep RL for portfolio management☆13Updated 7 years ago
- Deep Reinforcement Learning applied to trading☆15Updated 6 years ago
- ALGORITHM TRADING AND STOCK PREDICTION USING MACHINE LEARNING☆15Updated 6 years ago
- (Work In Progress) Implementation of "Financial Time Series Prediction Using Deep Learning"☆16Updated 7 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 7 years ago
- Using Q-learning to better navigate orderbooks.☆22Updated 7 years ago
- L1 Trend Filtering☆19Updated last year
- Use Neural Network as a trading strategy model☆29Updated 8 years ago
- Algorithmic Trading Challenge implemented as part of the term project for Foundations of Machine Learning at NYU Courant in Fall 2016 (ht…☆27Updated 4 years ago
- Financial Time Series Price forecast using Keras for Tensorflow. RNN LSTM☆47Updated 8 years ago
- Embedding stocks to vectors based on the price history☆64Updated 9 years ago
- WaveNet model applied to intra-day Bitcoin exchange forcasting☆55Updated 6 years ago
- WATTNet: Learning to Trade FX with Hierarchical Spatio-Temporal Representations of Highly Multivariate Time Series☆73Updated 5 years ago
- Multivariate Adaptive Regression Splines for Time Series Prediction☆18Updated 2 years ago
- Paper: https://arxiv.org/pdf/2008.12275.pdf☆26Updated 5 years ago
- sharpe is a unified, interactive, general-purpose environment for backtesting or applying machine learning(supervised learning and reinfo…☆50Updated 3 years ago
- Reinforcement Learning in FX Trading☆28Updated 6 years ago
- Variational Reccurrent Autoencoder for Embedding stocks to vectors based on the price history☆38Updated 8 years ago
- A framework for training and evaluating deep learning models in Quantitative trading domain☆54Updated 5 years ago
- Hedging portfolios with reinforcement learning.☆35Updated 8 years ago
- My approaches to Financial Forecasting Challenge by G-Research☆44Updated 6 years ago
- We use an adversarial expert based online learning algorithm to learn the optimal parameters required to maximise wealth trading zero-cos…☆10Updated 5 years ago
- Creating DRL infrastructure for Dynamic Beta with Zipline and Keras☆14Updated 2 years ago
- Capstone Project for the Machine Learning Nanodegree. Used Deep Q Learning to create an agent that trade stocks.☆16Updated 9 years ago
- A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management☆12Updated 2 years ago
- ☆16Updated 3 years ago
- A toolset for stock prediction using reinforced learning, including a custom OpenAI environment.☆44Updated 7 years ago
- Deep learning in large multivariate time series using real-time feature extraction with MDFA☆12Updated 7 years ago
- This code illustrates the use of genetic programming to evolve financial trading strategies for a single equity stock. Individuals (strat…☆25Updated 6 years ago
- Deep Learning Stock Volatility with Google Domestic Trends: https://arxiv.org/pdf/1512.04916.pdf☆94Updated 3 years ago