Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Machine Learning Optimization Open Source Projects

Open source projects categorized as Machine Learning Optimization
Categories > Machine Learning > Machine Learning
Categories > Software Performance > Optimization
Ray ⭐ 29,596
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
dependent packages 363total releases 95most recent commit 3 months agopypi ray} Downloads
Deep Learning Drizzle ⭐ 10,767
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
most recent commit a year ago
Serve ⭐ 3,844
Serve, optimize and scale PyTorch models in production
dependent packages 15total releases 22most recent commit 3 months agopypi torchserve} Downloads
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19most recent commit 3 months agopypi scikit-optimize} Downloads
Awesome System For Machine Learning ⭐ 2,244
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
most recent commit 4 months ago
Awesome Quantum Machine Learning ⭐ 2,206
Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web
most recent commit a year ago
Pennylane ⭐ 2,022
PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.
dependent packages 54total releases 46most recent commit 3 months agopypi PennyLane} Downloads
Awesome Robotics Libraries ⭐ 1,953
😎 A curated list of robotics libraries and software
most recent commit 6 months ago
Geneticalgorithmpython ⭐ 1,564
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
dependent packages 8total releases 57most recent commit 4 months agopypi pygad} Downloads
Osqp ⭐ 1,540
The Operator Splitting QP Solver
dependent packages 5total releases 3most recent commit 22 days ago
Awesome Federated Learning ⭐ 1,481
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
most recent commit 2 years ago
Model Optimization ⭐ 1,445
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
dependent packages 27total releases 30most recent commit 3 months agopypi tensorflow-model-optimization} Downloads
Optax ⭐ 1,431
Optax is a gradient processing and optimization library for JAX.
most recent commit 22 days ago
Mlbox ⭐ 1,403
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit a year ago
Hyperlearn ⭐ 1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
most recent commit 2 years ago
Modelingtoolkit.jl ⭐ 1,292
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
most recent commit 3 months ago
Beautifulalgorithms.jl ⭐ 1,281
Concise and beautiful algorithms written in Julia
most recent commit 4 months ago
Awesome Machine Learning In Compilers ⭐ 1,239
Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisation
most recent commit 4 months ago
Advisor ⭐ 1,202
Open-source implementation of Google Vizier for hyper parameters tuning
total releases 5most recent commit 4 years ago
Owl ⭐ 1,170
Owl - OCaml Scientific Computing @ https://ocaml.xyz
most recent commit 25 days ago
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20most recent commit 6 months agopypi pyswarms} Downloads
Vizier ⭐ 1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
dependent packages 3total releases 35most recent commit 3 months agopypi google-vizier} Downloads
Gradient Free Optimizers ⭐ 1,072
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
dependent packages 7total releases 45most recent commit 4 months agopypi gradient-free-optimizers} Downloads
The 10 Most Depended On Machine Learning Optimization Open Source Projects
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19latest release October 12, 2021most recent commit 3 months agopypi scikit-optimize} Downloads
Ojalgo ⭐ 448
oj! Algorithms
dependent packages 76total releases 62latest release October 16, 2023most recent commit 3 months ago
Neptune Client ⭐ 518
📘 The MLOps stack component for experiment tracking
dependent packages 43total releases 197latest release December 07, 2023most recent commit 10 days agopypi neptune-client} Downloads
Model Optimization ⭐ 1,445
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
dependent packages 27total releases 30latest release May 26, 2023most recent commit 3 months agopypi tensorflow-model-optimization} Downloads
Paramhelpers ⭐ 25
Helpers for parameters in black-box optimization, tuning and machine learning.
dependent packages 27total releases 17latest release July 04, 2022most recent commit a year ago
Test Tube ⭐ 719
Python library to easily log experiments and parallelize hyperparameter search for neural networks
dependent packages 17total releases 64latest release December 01, 2019most recent commit 2 years agopypi test-tube} Downloads
Serve ⭐ 3,844
Serve, optimize and scale PyTorch models in production
dependent packages 15total releases 22latest release October 12, 2023most recent commit 3 months agopypi torchserve} Downloads
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20latest release January 03, 2021most recent commit 6 months agopypi pyswarms} Downloads
The 10 Latest Releases In Machine Learning Optimization Open Source Projects
Neptune Client ⭐ 518
📘 The MLOps stack component for experiment tracking
dependent packages 43total releases 197latest release December 07, 2023most recent commit 10 days agopypi neptune-client} Downloads
L4casadi ⭐ 175
Use PyTorch Models with CasADi and Acados in Python, C(++) or Matlab
total releases 4latest release November 30, 2023most recent commit 3 months ago
Vizier ⭐ 1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
dependent packages 3total releases 35latest release November 30, 2023most recent commit 3 months agopypi google-vizier} Downloads
Go.ml ⭐ 7
Machine learning and optimization in golang
latest release November 28, 2023most recent commit 10 years ago
Jax_fdm ⭐ 74
Auto-differentiable and hardware-accelerated force density method
total releases 20latest release November 23, 2023most recent commit 4 months ago
Bayeso ⭐ 82
Simple, but essential Bayesian optimization package
total releases 16latest release November 21, 2023most recent commit 5 months ago
Autogoal ⭐ 203
A Python framework for program synthesis with a focus on Automated Machine Learning.
total releases 14latest release November 08, 2023most recent commit 3 months ago
Kernel_tuner ⭐ 236
Kernel Tuner
dependent packages 1total releases 27latest release November 08, 2023most recent commit 11 days agopypi kernel-tuner} Downloads
Popular Machine Learning Categories
Deep Learning
Machine Learning
Pytorch
Tensorflow
Natural Language Processing
Neural Network
Neural
Computer Vision
Convolutional Neural Networks
Opencv
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.