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订单簿强化学习

18 repositories
Python 486 312 Updated Jun 11, 2024

Avellaneda-Stoikov HFT market making algorithm implementation

Python 395 127 Updated Jul 6, 2023

Python code for High-frequency trading in a limit order book by Marco Avellaneda and Sasha Stoikov

Python 127 82 Updated May 9, 2020

Some Python codes for explorating High Frequency Data, Generating and Estimating Hawkes Processes and Simulating Limit Order Books.

Jupyter Notebook 40 14 Updated Apr 9, 2020

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

Jupyter Notebook 1,863 647 Updated Aug 27, 2022

Fast summary statistics, histograms, and binning – ignoring NaNs

Julia 46 2 Updated Jul 1, 2024

ABIDES: Agent-Based Interactive Discrete Event Simulation

Python 369 118 Updated Jul 6, 2023

Julia library for deep reinforcement learning

Julia 43 8 Updated Apr 6, 2024

Honor of Kings AI Open Environment of Tencent

Python 593 68 Updated Jun 27, 2024

A generic, simple and fast implementation of Deepmind's AlphaZero algorithm.

Julia 1,227 136 Updated Mar 13, 2024

强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/

Jupyter Notebook 8,668 1,763 Updated Jun 24, 2024

Recommender system based on Flink and Reinforcement Learning

Java 96 33 Updated Nov 1, 2020

Using tabular and deep reinforcement learning methods to infer optimal market making strategies

Jupyter Notebook 144 41 Updated Jun 29, 2023
Python 28 1 Updated Aug 25, 2022

This repo contains some codes and outputs of my implementation of DeepLOB model.

Jupyter Notebook 76 31 Updated Mar 12, 2021

Feature engineering of a Limit Order Book. Extraction of features from a LOB in order to analyse the behaviour of trade market.

Jupyter Notebook 171 60 Updated Apr 12, 2022

Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻‍🦸🏽

Jupyter Notebook 1,014 128 Updated Mar 14, 2024