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Search results for python optimization

1,310 search results found

Cpython ⭐ 57,993

The Python programming language

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.

Scipy ⭐ 12,126

SciPy library main repository

Bayesianoptimization ⭐ 7,481

A Python implementation of global optimization with gaussian processes.

Hyperopt ⭐ 6,979

Distributed Asynchronous Hyperparameter Optimization in Python

Fawkes ⭐ 4,966

Fawkes, privacy preserving tool against facial recognition systems. More info at https://sandlab.cs.uchicago.edu/fawkes

Cvxpy ⭐ 4,893

A Python-embedded modeling language for convex optimization problems.

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)

Nevergrad ⭐ 3,792

A Python toolbox for performing gradient-free optimization

Crunch ⭐ 3,146

Insane(ly slow but wicked good) PNG image optimization

Scikit Optimize ⭐ 2,700

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

Enjarify ⭐ 2,495

Learn2learn ⭐ 2,283

A PyTorch Library for Meta-learning Research

Adaptive Experimentation Platform

Auto Pytorch ⭐ 2,158

Automatic architecture search and hyperparameter optimization for PyTorch

Hyperas ⭐ 2,147

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

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.

Palanteer ⭐ 1,929

Visual Python and C++ nanosecond profiler, logger, tests enabler

Optimum ⭐ 1,908

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

Pymoo ⭐ 1,886

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

Pyomo ⭐ 1,759

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

Aws Eks Best Practices ⭐ 1,738

A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.

Rl Baselines3 Zoo ⭐ 1,640

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

Talos ⭐ 1,596

Hyperparameter Optimization for TensorFlow, Keras and PyTorch

Geneticalgorithmpython ⭐ 1,564

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

Elephas ⭐ 1,548

Distributed Deep learning with Keras & Spark

Cvxpylayers ⭐ 1,511

Differentiable convex optimization layers

Model Optimization ⭐ 1,445

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

Mlbox ⭐ 1,403

MLBox is a powerful Automated Machine Learning python library.

Hyperlearn ⭐ 1,387

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

Spearmint ⭐ 1,334

Spearmint Bayesian optimization codebase

Spearmint ⭐ 1,310

Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012

Symforce ⭐ 1,282

Fast symbolic computation, code generation, and nonlinear optimization for robotics

Ppo Pytorch ⭐ 1,270

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Higher ⭐ 1,265

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

SU2: An Open-Source Suite for Multiphysics Simulation and Design

Pyswarms ⭐ 1,154

A research toolkit for particle swarm optimization in Python

Vizier ⭐ 1,142

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

Pypose ⭐ 1,103

A library for differentiable robotics.

Gradient Free Optimizers ⭐ 1,072

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

Rl Baselines Zoo ⭐ 1,025

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

Python implementation of CMA-ES

Evotorch ⭐ 941

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

Hardware accelerated, batchable and differentiable optimizers in JAX.

Algobot ⭐ 831

Cryptocurrency trading bot with a graphical user interface with support for simulations, backtests, optimizations, and running live bots.

AutoML tools chain

Deepdow ⭐ 790

Portfolio optimization with deep learning.

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Cannoli ⭐ 753

Cannoli Programming Language

Compilergym ⭐ 744

Reinforcement learning environments for compiler and program optimization tasks

Pandapower ⭐ 717

Convenient Power System Modelling and Analysis based on PYPOWER and pandas

Cvxportfolio ⭐ 717

Portfolio optimization and back-testing.

Opt_einsum ⭐ 684

⚡️Optimizing einsum functions in NumPy, Tensorflow, Dask, and more with contraction order optimization.

EvalML is an AutoML library written in python.

A Genetic Algorithm Framework in Python

Pymanopt ⭐ 668

Python toolbox for optimization on Riemannian manifolds with support for automatic differentiation

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

Hyperparameter_hunter ⭐ 635

Easy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries

A fast and differentiable QP solver for PyTorch.

Opytimizer ⭐ 584

🐦 Opytimizer is a Python library consisting of meta-heuristic optimization algorithms.

Aerosandbox ⭐ 573

Aircraft design optimization made fast through modern automatic differentiation. Composable analysis tools for aerodynamics, propulsion, structures, trajectory design, and much more.

A redis clone in Python 3 to disprove some falsehoods about performance.

Collective Mind (CM) is a lightweight, non-intrusive and technology-agnostic workflow automation framework to run and manage diverse AI/ML applications, benchmarks and research projects on any platform with any software and hardware via a common, simple and human-readable interface

Ml Compiler Opt ⭐ 553

Infrastructure for Machine Learning Guided Optimization (MLGO) in LLVM.

Platypus ⭐ 524

A Free and Open Source Python Library for Multiobjective Optimization

🎯 A comprehensive gradient-free optimization framework written in Python

GEKKO Python for Machine Learning and Dynamic Optimization

Faceswap ⭐ 511

3D face swapping implemented in Python

Qpsolvers ⭐ 489

Quadratic programming solvers in Python with a unified API

Python Mip ⭐ 483

Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

Metaoptnet ⭐ 480

Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)

Hyperactive ⭐ 475

An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

Awesome Deep Neural Network Compression ⭐ 475

Summary, Code for Deep Neural Network Quantization

Openmdao ⭐ 474

OpenMDAO repository.

Simanneal ⭐ 470

Python module for Simulated Annealing optimization

Torchopt ⭐ 460

TorchOpt is an efficient library for differentiable optimization built upon PyTorch.

Jmetalpy ⭐ 457

A framework for single/multi-objective optimization with metaheuristics

Module for statistical learning, with a particular emphasis on time-dependent modelling

Fribbels Epic 7 Optimizer ⭐ 452

A gear optimizer for the mobile game Epic 7

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

DaCe - Data Centric Parallel Programming

Backtrader_plotting ⭐ 437

Plotting addon for backtrader to support Bokeh (and maybe more)

Experimental Global Optimization Algorithm

constrained nonlinear optimization for scientific machine learning, UQ, and AI

Blackbox ⭐ 417

A Python module for parallel optimization of expensive black-box functions

MICA - Towards Metrical Reconstruction of Human Faces [ECCV2022]

Deepglobalregistration ⭐ 402

[CVPR 2020 Oral] A differentiable framework for 3D registration

Optbinning ⭐ 396

Optimal binning: monotonic binning with constraints. Support batch & stream optimal binning. Scorecard modelling and counterfactual explanations.

RoBO: a Robust Bayesian Optimization framework

PyLops – A Linear-Operator Library for Python

Gridcal ⭐ 367

GridCal, a cross-platform power systems software written in Python with user interface, used in academia and industry.

A python package of Zeroth-Order Optimization (ZOOpt)

Struc2vec ⭐ 360

This repository provides a reference implementation of struc2vec.

Topology Optimization using Python

OptNet: Differentiable Optimization as a Layer in Neural Networks

Pytorch Memonger ⭐ 318

Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174

Operator Discretization Library https://odlgroup.github.io/odl/

Hypergbm ⭐ 306

A full pipeline AutoML tool for tabular data

Portfolioopt ⭐ 283

Financial Portfolio Optimization Routines in Python

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