Jackmzw / Price_Prediction_LOBLinks
Deep learning for price movement prediction using high frequency limit order data
☆40Updated 7 years ago
Alternatives and similar repositories for Price_Prediction_LOB
Users that are interested in Price_Prediction_LOB are comparing it to the libraries listed below
Sorting:
- High Frequency Trading☆110Updated 7 years ago
- Trend Prediction for High Frequency Trading☆43Updated 2 years ago
- OpenAI Gym Environment for Low-Latency Trading☆18Updated 7 years ago
- An implementation of Avellaneda-Stoikov market making model after reading the seminal paper☆32Updated 4 years ago
- High Frequency Pairs Trading Based on Statistical Arbitrage (Python)☆103Updated 6 years ago
- Example of order book modeling.☆57Updated 6 years ago
- Deep Q-Learning for Market Making☆127Updated 7 years ago
- 2 algorithms of optimal trade execution: 1) Dynamic Programming 2) Frank-Wolfe Algorithm (Python & C++)☆18Updated 5 years ago
- Deep learning for limit order book trading and mid-price movement☆56Updated 5 years ago
- Robust Market Making via Adversarial Reinforcement Learning☆52Updated 5 years ago
- Momentum following strategies and optimal execution cost upon Implement Shortfall algorithm☆15Updated 6 years ago
- Price Prediction with Machine Learning Models (practicum project at CME group)☆72Updated 9 years ago
- This repository stores the implementation of the paper "DETECTING DATA-DRIVEN ROBUST STATISTICAL ARBITRAGE STRATEGIES WITH DEEP NEURAL NE…☆69Updated last year
- High Frequency Jump Prediction Project☆39Updated 5 years ago
- This notebook contains an independently developed Keras/Tensorflow implementation of the CNN-LSTM model for Limit Order Book forecasting …☆35Updated 5 years ago
- This is a research about using ML or RL predictions for HFT Market Making. Backtest was build on Full order log☆31Updated 4 years ago
- Machine learning approach to high frequency trading, MLP & RNN used☆22Updated 9 years ago
- ☆53Updated 4 years ago
- Replication of A Stochastic Model for Order Book Dynamics by Cont, Stoikov, and Talreja, 2010☆21Updated 6 years ago
- High Frequency Trading Strategies☆48Updated 8 years ago
- Implementation of "OPTIMAL MARKET MAKING BY REINFORCEMENT LEARNING"☆28Updated 4 years ago
- Deep learning modelling of orderbooks☆101Updated 5 years ago
- These are trading results and arbitrage models from Southern China Center for Statistical Science (SC2S2), Sun Yat-sen University☆22Updated 6 years ago
- ☆142Updated 2 years ago
- Gamma Scalping Trading Strategies☆22Updated 9 years ago
- Quantopian Pairs Trading algorithm implementation.☆64Updated 8 years ago
- Optimal high-frequency market making strategy☆24Updated 11 months ago
- High-frequency trading in a limit order book☆59Updated 6 years ago
- source : http://coin.wne.uw.edu.pl/pwojcik/hfd_en.html☆38Updated 7 years ago
- Models and programs developed as part of XTX Forecastin Challenge 2019☆27Updated 2 years ago