Popular GitHub Repositories for 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.

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

Genetic learning algorithm implementation for simulations, games, or general machine learning problems

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.

[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

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

large population models

A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks

螺旋熵减系统

Pretrained universal neural network potential for charge-informed atomistic modeling https://chgnet.lbl.gov

FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.

一个开源框架，旨在使人工智能体的团队协作效率与人类团队协作一样高。