bitnom / Timeseries-Prediction-ModelsLinks
Gathers & improves machine learning and deep learning models for Stock & Crypto forecasting, included trading bots and simulations.
☆29Updated 6 years ago
Alternatives and similar repositories for Timeseries-Prediction-Models
Users that are interested in Timeseries-Prediction-Models are comparing it to the libraries listed below
Sorting:
- Deep Reinforcement Learning A3C Crypto Trading Bot☆40Updated 7 years ago
- Trend Prediction for High Frequency Trading☆41Updated 2 years ago
- implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)☆78Updated 2 years ago
- Pair Trading - Reinforcement Learning - with Oanda Trading API☆66Updated 5 years ago
- Code for thesis project on applying reinforcement learning to algorithmic trading☆34Updated 2 years ago
- differential Sharpe ratio☆34Updated 5 years ago
- A crypto currency live-trading backend for Huobi☆37Updated 6 years ago
- Exploring actor critic deep reinforcement learning methods for maximizing profits by learning stock trading strategies☆11Updated 2 years ago
- ☆22Updated 5 years ago
- A genetic algorithm incorporated with technical analysis indicator to optimize parameters of a strategy.☆28Updated 3 years ago
- An implementation of Avellaneda-Stoikov market making model after reading the seminal paper☆31Updated 3 years ago
- ☆138Updated 2 years ago
- Reinforcement Learning Script that trades Equities from Yahoo Finance☆77Updated 6 years ago
- Demo for the application of RL to non-stationary effects☆45Updated 4 years ago
- Bitmex orderbooks saving + (neural) trading signal generator + backtesting etc.☆34Updated 2 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
- Deep Reinforcement Learning For Trading☆106Updated last year
- Unsupervised Learning to Market Behavior Forecasting Example☆42Updated 5 years ago
- High-frequency trading in a limit order book☆58Updated 6 years ago
- A Deep Reinforcement Learning neural net for an original Multi-Dimensional Pairs Trading strategy is proposed☆21Updated 6 years ago
- This is a research about using ML or RL predictions for HFT Market Making. Backtest was build on Full order log☆29Updated 3 years ago
- ☆26Updated 7 years ago
- Statistical arbitrage of cointegrating currencies with pair trading where the signal for the next day is predicted using LSTM☆52Updated 4 years ago
- Pairs trading strategy example based on Catalyst☆48Updated 6 years ago
- Example of order book modeling.☆56Updated 5 years ago
- A low frequency statistical arbitrage strategy☆20Updated 6 years ago
- A hybrid of ANN, RNN and Regressor models to predict stock prices☆42Updated 4 years ago
- Deep q learning on determining buy/sell signal and placing orders☆49Updated 6 years ago
- An implementation of a stock market trading bot, which uses Deep Q Learning☆23Updated 2 years ago
- AS model performance versus trivial delta for market-makers☆18Updated 3 years ago