Globe-Research / deep-orderbook
Deep learning modelling of orderbooks
☆95Updated 4 years ago
Alternatives and similar repositories for deep-orderbook:
Users that are interested in deep-orderbook are comparing it to the libraries listed below
- algo trading backtesting on BitMEX☆77Updated last year
- Limit Order Book data analysis and modeling using LSTM network☆136Updated 6 years ago
- High-frequency trading in a limit order book☆58Updated 6 years ago
- ☆113Updated 7 years ago
- This repo contains some codes and outputs of my implementation of DeepLOB model.☆83Updated 4 years ago
- Transformers for limit order books☆111Updated 4 years ago
- ☆138Updated 2 years ago
- ☆49Updated 4 years ago
- Order Imbalance Strategy in High Frequency Trading☆129Updated 6 years ago
- Academic python library that records changes to instances of the limit order book for pairs supported on the coinbase exchange.☆50Updated 3 years ago
- Code base for the meta-labeling papers published with the Journal of Financial Data Science☆80Updated 2 years ago
- Example of order book modeling.☆56Updated 5 years ago
- Research Repo (Archive)☆73Updated 4 years ago
- Pair Trading Strategy using Machine Learning written in Python☆117Updated 2 years ago
- An implementation of Avellaneda-Stoikov market making model after reading the seminal paper☆31Updated 3 years ago
- Limit Order Book Implemented in Python☆93Updated 7 years ago
- A project of using machine learning model (tree-based) to predict short-term instrument price up or down in high frequency trading.☆158Updated 5 years ago
- This repository serves to share the replicated results listed in the paper by Sasha Stoikov - The Micro-Price. As opposed to data used in…☆69Updated 6 years ago
- ☆199Updated 2 years ago
- Implementation of various deep learning models for limit order book. DeepLOB (Zhang et al., 2018), TransLOB (Wallbridge, 2020), DeepFolio…☆108Updated 2 years ago
- Probability of Backtest Overfitting in Python☆124Updated last year
- To classify trades into buyer- and seller-initiated.☆142Updated 2 years ago
- A Python Implementation of Measures for Order Flow Risk, e.g. VPIN☆92Updated 4 years ago
- Volume-Synchronized Probability of Informed Trading☆111Updated 11 years ago
- Replication of study Avellaneda, Marco, and Sasha Stoikov: High-frequency trading in a limit order book. Quantitative Finance 8.3 (2008):…☆88Updated 7 years ago
- Calibrates microprice model to BitMEX quote data☆56Updated 3 years ago
- Robust Market Making via Adversarial Reinforcement Learning☆51Updated 5 years ago
- Notes on Advances in Financial Machine Learning☆79Updated 6 years ago
- Time Series Prediction of Volume in LOB☆57Updated last year
- Machine learning-driven financial trading strategy: momentum prediction, regime detection, and enhanced trading decisions.☆60Updated 2 years ago