A simple, easy, customizable Gymnasium environment for trading.

The official Python library for the OpenAI API

Python QR Code image generator

This project implements the two deep reinforcement learning algorithms on portfolio management

GraphXAI: Resource to support the development and evaluation of GNN explainers

Author's PyTorch implementation of BCQ for continuous and discrete actions

Efficient Secure Aggregation for Privacy-Preserving Federated Machine Learning

Privacy-Preserving Verifiable Neural Network Inference Service

Implementation of advantage-weighted regression.

Online Portfolio Selection toolbox

CSCI 599 deep learning and its applications final project

Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

Build DDPG models and test on stock market

Market Making via Reinforcement Learning

The first open Federated Learning framework implemented in C++ and Python.

ABIDES: Agent-Based Interactive Discrete Event Simulation

Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.

Code for Machine Learning for Algorithmic Trading, 2nd edition.

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

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Multilinear Polynomial Extension (MLE)