Popular GitHub Repositories for Optimization

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

? Accelerate inference and training of ? Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

Optax is a gradient processing and optimization library for JAX.

Open-source implementation of Google Vizier for hyper parameters tuning

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

Hardware accelerated, batchable and differentiable optimizers in JAX.

Riemannian Adaptive Optimization Methods with pytorch optim

Performance-optimized wheels for TensorFlow (SSE, AVX, FMA, XLA, MPI)

EvalML is an AutoML library written in python.

AutoKernel 是一个简单易用，低门槛的自动算子优化工具，提高深度学习算法部署效率。

Collective Knowledge (CK), Collective Mind (CM) and Common Metadata eXchange (CMX): community-driven projects to facilitate collaborative and reproducible research and to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf.

MICA - Towards Metrical Reconstruction of Human Faces [ECCV2022]

Trajectory Planner in Multi-Agent and Dynamic Environments