Alternatives and similar repositories for Forecasting-time-series-using-RL:

Users that are interested in Forecasting-time-series-using-RL are comparing it to the libraries listed below

• kayuksel / combinatorial-bandit
  A method to search for a subset of best performing items wrt black-box reward function
  ☆12Updated 5 years ago
• Regressionist / Stock-prediction-Dual-Attention-based-RNN-
  Financial time series forecast using dual attention RNN
  ☆26Updated 5 years ago
• shannonycj / convolutional-autoencoder-trading
  A CNN + Auto-Encoder Approach for Predicting Financial Time-Series
  ☆11Updated 5 years ago
• joaohfrodrigues / BLADE
  Time-series analysis using restricted Boltzmann machines and dynamic Bayesian networks
  ☆11Updated last year
• abrvkh / WaveNet_simple
  A simple implementation of the WaveNet model for time series forecasting
  ☆26Updated 6 years ago
• joseph1388 / stock-prediction-using-DRL-with-LSTM
  This project is focus on stock prediction,our goal is implementing one trading framework using DRL with LSTM.
  ☆11Updated 6 years ago
• ChefLiutao / Time-series-forecasting-via-deep-reinforcement-learning
  Time series forecasting via deep reinforcement learning
  ☆49Updated 4 years ago
• ceylon-ai-projects / data_stream_gym
  Any Stream to Reinforcement Learning Environment (Time Series Data, Stock Market )
  ☆12Updated 6 years ago
• white07S / ForexRL
  A Deep Reinforcement Learning model for high volume and frequency Forex Portfolio Management
  ☆11Updated 2 years ago
• zhoutf / finance_gan
  Wasserstein GAN with gradient penalty (WGAN-GP) applied to financial time series.
  ☆16Updated 6 years ago
• bgithub1 / da_rnn
  RNN based on Chandler Zuo's implementation of the paper: A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
  ☆19Updated 5 months ago
• HenrySun95 / PHBS_TQFML-StockIndex-Wavelet-Transformation-ARIMA-ML-Model
  PHBS 2018 Machine Learning Class Project
  ☆14Updated 6 years ago
• zkid18 / coinmarket
  reinforcement learning project for crypto portfolio management
  ☆9Updated 6 years ago
• PsiPhiTheta / LSTM-Attention
  A Comparison of LSTMs and Attention Mechanisms for Forecasting Financial Time Series
  ☆72Updated 6 years ago
• jjakimoto / PPO-Pytorch
  Deep RL for portfolio management
  ☆12Updated 6 years ago
• sjblim / rnf-ijcnn-2020
  Recurrent Neural Filters for Time Series Prediction
  ☆24Updated 4 years ago
• grudloff / stock_market_GAN
  Reproduction of code described in the paper "Stock Market Prediction Based on Generative Adversarial Network" by Kang Zhang et al.
  ☆25Updated 4 years ago
• iLampard / dual_stage_attention_rnn
  A Tensorflow Implementation of Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction
  ☆15Updated 4 years ago
• YinchuanLl / Reinforcement-learning-for-portfolio-allocation
  Optimistic Bull or Pessimistic Bear: Adaptive Deep Reinforcement Learning for Stock Portfolio Allocation
  ☆34Updated 5 years ago
• carloschavez9 / ensemble-time-series
  Ensemble Machine Learning for Time Series: Ensemble of Deep Recurrent Neural Networks and Random forest using a Stacking (averaging) laye…
  ☆35Updated 7 years ago
• chriswang1999 / RLForex
  ☆19Updated 5 years ago
• talolard / rlstocks
  Attempts to learn reinforcement learning on the stock market
  ☆23Updated 6 years ago
• alialaradi / PairsTrading
  MATLAB code to produce results and figures in the paper "Stochastic Optimal Control of Pairs Trading Strategies with Absolute and Relativ…
  ☆14Updated 6 years ago
• abdullahf / lstm-kalman-hybrid-timeseries
  Hybrid Time Series using LSTM and Kalman Filtering
  ☆38Updated last year
• arturbeg / reinforcement_learning_oe
  The work aims to explore Value based, Deep Reinforcment Learning (Deep Q-Learning and Double Deep Q-Learning) for the problem of Optimal …
  ☆49Updated 5 years ago
• rakshita95 / DeepLearning-time-series
  LSTM for time series forecasting
  ☆28Updated 7 years ago
• gk5894 / Time-series-forecasting-using-transformers
  ☆14Updated 5 years ago
• sino30535 / DDPG-portfolio-management
  Build DDPG models and test on stock market
  ☆22Updated 6 years ago