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PortfolioLab is a python library that enables traders to take advantage of the latest portfolio optimisation algorithms used by professionals in the industry.

177 47 Updated Dec 2, 2021

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

Python 4,625 1,249 Updated Oct 2, 2023

Udacity Deep Reinforcement Learning Nanodegree - Continuous Control Project

HTML 4 2 Updated Oct 8, 2018

Repository of demo strategies for the Blueshift platform

Jupyter Notebook 174 93 Updated Sep 26, 2025

Modularized Implementation of Deep RL Algorithms in PyTorch

Python 3,418 696 Updated Apr 16, 2024

Portfolio analytics for quants, written in Python

Python 6,890 1,138 Updated Jan 13, 2026

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

Python 16,678 4,944 Updated Aug 1, 2024

Python Implementation of Reinforcement Learning: An Introduction

Python 14,592 4,962 Updated Aug 9, 2024

Exercise notebooks for CVND.

Jupyter Notebook 761 673 Updated Mar 12, 2024

AI learning to walk in gym's BipedalWalker environment.

Python 67 13 Updated Jun 29, 2017

random search, hill climbing, policy gradient

Python 145 68 Updated Sep 17, 2018

A fast Evolution Strategy implementation in Python

Python 272 48 Updated Apr 27, 2020

Code for the paper "Evolution Strategies as a Scalable Alternative to Reinforcement Learning"

Python 1,629 279 Updated Oct 31, 2019

Prioritized Experience Replay (PER) implementation in PyTorch

Python 359 74 Updated Feb 3, 2020

Supplemental material for Udacity's "Writing READMEs" course

729 502 Updated Jun 15, 2024

The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement …

C# 19,253 4,430 Updated Feb 25, 2026

Code for the Deep Learning with PyTorch lesson

Jupyter Notebook 365 369 Updated Jun 28, 2022

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Python 98,551 27,293 Updated Mar 25, 2026

Code for How To Create A Fully Automated AI Based Trading System With Python

Python 248 107 Updated Apr 1, 2023

Systematic Trading in python

Python 3,236 1,006 Updated Mar 23, 2026

Quantitative analysis, strategies and backtests

Jupyter Notebook 2,856 552 Updated Aug 26, 2023

Machine Learning for Algorithmic Trading, Second Edition - published by Packt

Jupyter Notebook 1,552 577 Updated Mar 2, 2026

Learning to trade under the reinforcement learning framework

Jupyter Notebook 517 180 Updated Oct 15, 2016

Repo for the Deep Reinforcement Learning Nanodegree program

Jupyter Notebook 5,150 2,372 Updated Nov 16, 2023

A toolkit for developing and comparing reinforcement learning algorithms.

Python 37,117 8,708 Updated Oct 11, 2024

Experimental solutions to selected exercises from the book [Advances in Financial Machine Learning by Marcos Lopez De Prado]

Jupyter Notebook 1,894 649 Updated Dec 8, 2022