Popular GitHub Repositories for Numerical Simulations

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 learning and imitation learning.

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

Computer vision assisted tool to extract numerical data from plot images.

C++ DataFrame for statistical, Financial, and ML analysis -- in modern C++ using native types and contiguous memory storage

POT : Python Optimal Transport

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

Build applications that make decisions (chatbots, agents, simulations, etc...). Monitor, trace, persist, and execute on your own infrastructure.

A differentiable PDE solving framework for machine learning

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

Welcome to the Physics-based Deep Learning Book v0.3 - the GenAI Edition

Brian is a free, open source simulator for spiking neural networks.

Retentioneering: product analytics, data-driven CJM optimization, marketing analytics, web analytics, transaction analytics, graph visualization, process mining, and behavioral segmentation in Python. Predictive analytics over clickstream, AB tests, machine learning, and Markov Chain simulations.

A comprehensive library for machine learning and numerical computing. Apply Machine Learning with Rust leveraging first principles.

[ICRA 2022] An opensource framework for cooperative detection. Official implementation for OPV2V.

A curated list of 3D Vision papers relating to Robotics domain in the era of large models i.e. LLMs/VLMs, inspired by awesome-computer-vision, including papers, codes, and related websites

C++ openframeworks addon and examples integrating Google's TensorFlow numerical computation and machine learning library

Easy whole-brain modeling for computational neuroscientists ??????

Implementation of Apple's Learning from Simulated and Unsupervised Images through Adversarial Training

? Research Framework for Single and Multi-Players ? Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on