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The Top 23 Python Optimization Open Source Projects

Open source projects categorized as Python Optimization
Cpython ⭐ 57,993
The Python programming language
dependent packages 15total releases 8most recent commit 3 months ago
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
Scipy ⭐ 12,126
SciPy library main repository
dependent packages 21,851total releases 98most recent commit 3 months agopypi scipy} Downloads
Bayesianoptimization ⭐ 7,437
A Python implementation of global optimization with gaussian processes.
dependent packages 69total releases 14most recent commit 18 days agopypi bayesian-optimization} Downloads
Hyperopt ⭐ 6,979
Distributed Asynchronous Hyperparameter Optimization in Python
dependent packages 248total releases 13most recent commit 3 months agopypi hyperopt} Downloads
Fawkes ⭐ 4,966
Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes
total releases 16most recent commit 9 months ago
Cvxpy ⭐ 4,893
A Python-embedded modeling language for convex optimization problems.
dependent packages 248total releases 120most recent commit 3 months agopypi cvxpy} Downloads
Scikit Opt ⭐ 4,648
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
dependent packages 5total releases 23most recent commit 4 months agopypi scikit-opt} Downloads
Nevergrad ⭐ 3,792
A Python toolbox for performing gradient-free optimization
dependent packages 23total releases 46most recent commit 3 months agopypi nevergrad} Downloads
Crunch ⭐ 3,146
Insane(ly slow but wicked good) PNG image optimization
most recent commit 2 years ago
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
Enjarify ⭐ 2,495
most recent commit 4 years ago
Learn2learn ⭐ 2,283
A PyTorch Library for Meta-learning Research
dependent packages 1total releases 19most recent commit 10 months agopypi learn2learn} Downloads
Ax ⭐ 2,217
Adaptive Experimentation Platform
dependent packages 26total releases 39most recent commit 3 months agopypi ax-platform} Downloads
Auto Pytorch ⭐ 2,158
Automatic architecture search and hyperparameter optimization for PyTorch
total releases 5most recent commit 6 months ago
Hyperas ⭐ 2,147
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
dependent packages 3total releases 9most recent commit a year agopypi hyperas} Downloads
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
Palanteer ⭐ 1,929
Visual Python and C++ nanosecond profiler, logger, tests enabler
total releases 5most recent commit a year ago
Optimum ⭐ 1,908
🚀 Accelerate training and inference of 🤗 Transformers and 🤗 Diffusers with easy to use hardware optimization tools
dependent packages 53total releases 53most recent commit 3 months agopypi optimum} Downloads
Pymoo ⭐ 1,886
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
dependent packages 62total releases 22most recent commit 3 months agopypi pymoo} Downloads
Pyomo ⭐ 1,759
An object-oriented algebraic modeling language in Python for structured optimization problems.
dependent packages 123total releases 63most recent commit 3 months agopypi Pyomo} Downloads
Aws Eks Best Practices ⭐ 1,738
A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.
most recent commit 3 months ago
Rl Baselines3 Zoo ⭐ 1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
dependent packages 2total releases 18most recent commit 3 months agopypi rl-zoo3} Downloads
The 10 Most Depended On Python Optimization Open Source Projects
Scipy ⭐ 12,126
SciPy library main repository
dependent packages 21,851total releases 98latest release November 18, 2023most recent commit 3 months agopypi scipy} Downloads
Opt_einsum ⭐ 684
⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.
dependent packages 274total releases 17latest release July 19, 2020most recent commit a year agopypi opt-einsum} Downloads
Cvxpy ⭐ 4,893
A Python-embedded modeling language for convex optimization problems.
dependent packages 248total releases 120latest release October 12, 2023most recent commit 3 months agopypi cvxpy} Downloads
Hyperopt ⭐ 6,979
Distributed Asynchronous Hyperparameter Optimization in Python
dependent packages 248total releases 13latest release November 17, 2021most recent commit 3 months agopypi hyperopt} Downloads
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
Pyomo ⭐ 1,759
An object-oriented algebraic modeling language in Python for structured optimization problems.
dependent packages 123total releases 63latest release November 30, 2023most recent commit 3 months agopypi Pyomo} Downloads
Iminuit ⭐ 269
Jupyter-friendly Python interface for C++ MINUIT2
dependent packages 74total releases 82latest release August 15, 2023most recent commit a month agopypi iminuit} Downloads
Pycma ⭐ 966
Python implementation of CMA-ES
dependent packages 69total releases 22latest release January 25, 2023most recent commit 4 months agopypi cma} Downloads
Bayesianoptimization ⭐ 7,437
A Python implementation of global optimization with gaussian processes.
dependent packages 69total releases 14latest release April 25, 2023most recent commit 18 days agopypi bayesian-optimization} Downloads
The 10 Latest Releases In Python Optimization Open Source Projects
Trieste ⭐ 196
A Bayesian optimization toolbox built on TensorFlow
dependent packages 1total releases 30latest release December 19, 2023most recent commit 3 months agopypi trieste} Downloads
Jaxlie ⭐ 192
Rigid transforms + Lie groups, in JAX
dependent packages 1total releases 26latest release December 11, 2023most recent commit 4 months agopypi jaxlie} Downloads
Spopt ⭐ 234
Spatial Optimization
dependent packages 3total releases 17latest release December 10, 2023most recent commit 3 months agopypi spopt} Downloads
Ax ⭐ 2,217
Adaptive Experimentation Platform
dependent packages 26total releases 39latest release December 09, 2023most recent commit 3 months agopypi ax-platform} Downloads
Dymos ⭐ 173
Open Source Optimization of Dynamic Multidisciplinary Systems
total releases 17latest release December 08, 2023most recent commit 3 months ago
Rsome ⭐ 234
Robust Stochastic Optimization Made Easy
dependent packages 1total releases 28latest release December 08, 2023most recent commit 3 months agopypi rsome} Downloads
Dace ⭐ 444
DaCe - Data Centric Parallel Programming
dependent packages 4total releases 23latest release December 07, 2023most recent commit 3 months agopypi dace} Downloads
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