#

optimization

Here are 2,343 public repositories matching this topic...

ray-project / ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Updated Jan 11, 2025
Python

bayesian-optimization / BayesianOptimization

A Python implementation of global optimization with gaussian processes.

python simple optimization gaussian-processes bayesian-optimization

Updated Jan 2, 2025
Python

guofei9987 / scikit-opt

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

optimization genetic-algorithm artificial-intelligence simulated-annealing tsp particle-swarm-optimization pso travelling-salesman-problem fish-swarms immune ant-colony-algorithm heuristic-algorithms immune-algorithm

Updated Jun 23, 2024
Python

AutoRAG

Marker-Inc-Korea / AutoRAG

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

python open-source qa benchmarking ops pipeline analysis optimization evaluation embeddings automl document-parser rag llm retrieval-augmented-generation llm-ops llm-evaluation rag-evaluation

Updated Jan 4, 2025
Python

scikit-optimize / scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

visualization machine-learning binder optimization scikit-learn scientific-visualization scientific-computing hyperparameter-optimization bayesopt bayesian-optimization hacktoberfest hyperparameter-tuning hyperparameter hyperparameter-search sequential-recommendation

Updated Feb 23, 2024
Python

huggingface / optimum

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

training optimization intel transformers inference pytorch quantization onnx tflite onnxruntime graphcore habana

Updated Jan 10, 2025
Python

pennylane

PennyLaneAI / pennylane

PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.

Updated Jan 11, 2025
Python

anyoptimization / pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

optimization genetic-algorithm multi-objective-optimization differential-evolution pso nsga2 cmaes nsga3

Updated Dec 23, 2024
Python

rl-baselines3-zoo

DLR-RM / rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

reinforcement-learning robotics optimization lab deep-reinforcement-learning pytorch openai gym hyperparameter-optimization rl sde hyperparameter-tuning hyperparameter-search pybullet stable-baselines pybullet-environments tuning-hyperparameters

Updated Dec 6, 2024
Python

Pyomo / pyomo

An object-oriented algebraic modeling language in Python for structured optimization problems.

python optimization linear-programming modeling-language nonlinear-programming mathematical-programming

Updated Dec 18, 2024
Python

GeneticAlgorithmPython

ahmedfgad / GeneticAlgorithmPython

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

python machine-learning deep-learning optimization numpy genetic-algorithm neural-networks evolutionary-algorithms pygad pygad-documentation

Updated Jan 7, 2025
Python

codelion / optillm

Optimizing inference proxy for LLMs

Updated Jan 11, 2025
Python

optax

google-deepmind / optax

Optax is a gradient processing and optimization library for JAX.

machine-learning optimization

Updated Jan 11, 2025
Python

google / vizier

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

open-source distributed-systems machine-learning google algorithm deep-learning optimization distributed-computing grpc tuning hyperparameter-optimization evolutionary-algorithms tuning-parameters bayesian-optimization hyperparameter-tuning blackbox-optimization vizier

Updated Jan 7, 2025
Python

tensorflow / model-optimization

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

machine-learning sparsity compression deep-learning tensorflow optimization keras ml pruning quantization model-compression quantized-training quantized-neural-networks quantized-networks

Updated Dec 16, 2024
Python

MLBox

AxeldeRomblay / MLBox

MLBox is a powerful Automated Machine Learning python library.

Updated Aug 6, 2023
Python

pypose / pypose

A library for differentiable robotics.

python learning control deep-learning robotics optimization physics computer-graphics pytorch planning lie-group slam kalman-filter pose-estimation pose-graph-optimization geometric-deep-learning autonomous-robots

Updated Jan 11, 2025
Python

ljvmiranda921 / pyswarms

A research toolkit for particle swarm optimization in Python

machine-learning algorithm optimization global-optimization optimization-tools optimization-algorithms particle-swarm-optimization pso metaheuristics discrete-optimization swarm-intelligence

Updated Aug 6, 2024
Python

Gradient-Free-Optimizers

SimonBlanke / Gradient-Free-Optimizers

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

machine-learning optimization constrained-optimization hyperparameter-optimization meta-heuristic simulated-annealing hill-climbing bayesian-optimization nelder-mead random-search particle-swarm-optimization evolution-strategies blackbox-optimization gradient-free-optimization tree-of-parzen-estimator hyperactive

Updated Dec 22, 2024
Python

rl-baselines-zoo

araffin / rl-baselines-zoo

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

reinforcement-learning optimization openai-gym hyperparameters openai gym hyperparameter-optimization rl zoo hyperparameter-tuning hyperparameter-search pybullet stable-baselines

Updated Oct 17, 2022
Python

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