Popular GitHub Repositories for Field Theoretic Simulations

A game theoretic approach to explain the output of any machine learning model.

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.

Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"

Amphion (/?m?fa??n/) is a toolkit for Audio, Music, and Speech Generation. Its purpose is to support reproducible research and help junior researchers and engineers get started in the field of audio, music, and speech generation research and development.

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

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2025 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

? 目前最大的工业缺陷检测数据库及论文集 Constantly summarizing open source dataset and critical papers in the field of surface defect research which are of great importance.

High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.

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

[CVPR 2024] 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

Provide an input CSV and a target field to predict, generate a model + code to run it.

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

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

Point-NeRF: Point-based Neural Radiance Fields

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

This guide details a learning path for high school students looking to explore the field of Machine Learning & Artificial Intelligence.

(Linear-chain) Conditional random field in PyTorch.