timothyyu / wsae-lstmLinks
implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)
☆78Updated 2 years ago
Alternatives and similar repositories for wsae-lstm
Users that are interested in wsae-lstm are comparing it to the libraries listed below
Sorting:
- Stock Market Prediction Using Unsupervised Features☆54Updated 6 years ago
- Attempt to replicate: A deep learning framework for financial time series using stacked autoencoders and long- short term memory☆91Updated 3 years ago
- Reinforcement Learning for Automated Trading☆88Updated 8 years ago
- Training an Agent to make automated trading decisions in a simulated stochastic market environment using Reinforcement Learning or Deep Q…☆87Updated 5 years ago
- Pair Trading Strategy using Machine Learning written in Python☆119Updated 3 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆34Updated 2 years ago
- Automated FOREX trading using recurrent reinforcement learning☆33Updated 2 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 6 years ago
- ☆138Updated 2 years ago
- Gathers & improves machine learning and deep learning models for Stock & Crypto forecasting, included trading bots and simulations.☆29Updated 6 years ago
- Deep q learning on determining buy/sell signal and placing orders☆49Updated 6 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆66Updated 5 years ago
- Implementing a Generative Adversarial Network on the Stock Market☆120Updated 3 years ago
- Deep Reinforcement Learning For Trading☆106Updated last year
- Exploring actor critic deep reinforcement learning methods for maximizing profits by learning stock trading strategies☆11Updated 2 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 6 years ago
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Updated 7 years ago
- ☆73Updated 3 years ago
- The random forest, FFNN, CNN and RNN models are developed to predict the movement of future trading price of Netflix (NFLX) stock using t…☆60Updated 3 years ago
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆65Updated 2 years ago
- This repository stores the implementation of the paper "DETECTING DATA-DRIVEN ROBUST STATISTICAL ARBITRAGE STRATEGIES WITH DEEP NEURAL NE…☆64Updated last year
- Advances in Financial Machine Learning by Marcos Lopez De Prado☆54Updated 6 years ago
- A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.☆22Updated 7 years ago
- ☆13Updated 6 years ago
- Tensortrade project for reinforcement learning in futures market☆55Updated 4 years ago
- Demo for the application of RL to non-stationary effects☆45Updated 4 years ago
- Deep Learning - Neural network (RNN, LSTM & GRU)☆66Updated 6 years ago
- Code base for the meta-labeling papers published with the Journal of Financial Data Science☆81Updated 2 years ago
- Trading environnement for RL agents, backtesting and training.☆165Updated 3 years ago
- Conversion of the time series values to 2-D stock bar chart images and prediction using CNN (using Keras-Tensorflow)☆40Updated 2 years ago