The official Python library for the OpenAI API

Lua/Torch implementation of DQN (Nature, 2015)

Zero-Knowledge AI Inference with High Precision (ACM CCS 2025)

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Ranking Google Scholar search results based on the number of citations

A simple, easy, customizable Gymnasium environment for trading.

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 (ACSAC 2024)

Privacy-Preserving Verifiable Neural Network Inference Service (ACSAC 2024)

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.