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optimization
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563 search results found
Cs Interview Knowledge Map
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17,020
Build the best interview map. The current content includes JS, network, browser related, performance optimization, security, framework, Git, data structure, algorithm, etc.
Scipy
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11,743
SciPy library main repository
Hyperopt
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6,866
Distributed Asynchronous Hyperparameter Optimization in Python
Scikit Opt
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4,135
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
Learn2learn
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2,283
A PyTorch Library for Metalearning Research
Awesome Quantum Machine Learning
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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
Geneticalgorithmpython
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1,462
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Spearmint
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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
Beautifulalgorithms.jl
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1,246
Concise and beautiful algorithms written in Julia
Advisor
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1,202
Opensource implementation of Google Vizier for hyper parameters tuning
Platemo
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1,176
Evolutionary multiobjective optimization platform
Pyswarms
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1,137
A research toolkit for particle swarm optimization in Python
Vizier
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1,103
Pythonbased research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
Geneticsharp
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1,089
GeneticSharp is a fast, extensible, multiplatform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).
Hyperparameter Optimization Of Machine Learning Algorithms
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1,025
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
Tiramisu
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861
A polyhedral compiler for expressing fast and portable data parallel algorithms
Jenetics
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796
Jenetics  Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multiobjective Optimization
Vega
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790
AutoML tools chain
Eaopt
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721
🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Gaft
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676
A Genetic Algorithm Framework in Python
Optim
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668
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
Solid
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518
🎯 A comprehensive gradientfree optimization framework written in Python
Ec Bestiary
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516
A bestiary of evolutionary, swarm and other metaphorbased algorithms
Platypus
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498
A Free and Open Source Python Library for Multiobjective Optimization
Mealpy
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468
A Collection Of The Stateoftheart Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Natureinspired/Biology)
Jmetal
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465
jMetal: a framework for multiobjective optimization with metaheuristics
Lbfgspp
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445
A headeronly C++ library for LBFGS and LBFGSB algorithms
Ojalgo
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439
oj! Algorithms
Simple
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432
Experimental Global Optimization Algorithm
Jmetalpy
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410
A framework for single/multiobjective optimization with metaheuristics
Struc2vec
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360
This repository provides a reference implementation of struc2vec.
Moeaframework
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301
A Free and Open Source Java Framework for Multiobjective Optimization
Evolutionary.jl
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290
Evolutionary & genetic algorithms for Julia
Tufte_algorithms_book
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238
A template for textbooks in the same style as Algorithms for Optimization
Pagmo
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231
A C++ / Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model. State of the art optimization algorithms are included. A common interface is provided to other optimization frameworks/algorithms such as NLOPT, SciPy, SNOPT, IPOPT, GSL
Nlopt.jl
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231
Package to call the NLopt nonlinearoptimization library from the Julia language
Deeplearningwithtf2.0
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227
Practical Exercises in TensorFlow 2.0 for Ian Goodfellows Deep Learning Book
Metaheuristics.jl
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219
Highperformance metaheuristics for optimization coded purely in Julia.
Mlrose
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207
Python package for implementing a number of Machine Learning, Randomized Optimization and SEarch algorithms.
Neuralgenetic
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201
Building and training artificial neural networks (regression or classification) using the genetic algorithm.
Quantum_machine_learning
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198
This is the code for "Quantum Machine Learning" By Siraj Raval on Youtube
Mathtoolbox
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193
Mathematical tools (interpolation, dimensionality reduction, optimization, etc.) written in C++11 with Eigen
Ml
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187
Implementations of classic Machine Learning algorithms
Thermite
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149
Thermite SIMD: Melt your CPU
Jikka
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140
an automated solver for problems of competitive programming
Pyxab
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135
PyXAB  A Python Library for XArmed Bandit and Online Blackbox Optimization Algorithms
Yabox
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127
Yet another blackbox optimization library for Python
Boml
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124
Bilevel Optimization Library in Python for MultiTask and Meta Learning
Fast_zlib
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122
Heavily optimized zlib compression algorithm
Optimviz
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119
Visualize optimization algorithms in MATLAB.
Ycml
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118
A Machine Learning and Optimization framework for ObjectiveC and Swift (MacOS and iOS)
Knowledgesummary
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117
📚A list of core knowledge that most Android programmers need to know. (continuously updated...)
Ooda Flow Sdk Lib
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116
OODA workflow sdk library
Least Squares Course
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116
By a programmer for programmers
Mu8
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110
Genetic algorithm for unsupervised machine learning in Go.
Ant Colony Optimization
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96
Implementation of the Ant Colony Optimization algorithm (python)
Thewalrus
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91
A library for the calculation of hafnians, Hermite polynomials and Gaussian boson sampling.
Monkeys
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90
A stronglytyped genetic programming framework for Python
Swarmlib
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90
This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)
Linesearches.jl
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89
Line search methods for optimization and rootfinding
Errol
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88
Binary floatingpoint to decimal string conversion algorithm.
Qhoptim
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82
Implementations of quasihyperbolic optimization algorithms.
Swarmpackagepy
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79
Library of swarm optimization algorithms.
Svm W Smo
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78
Simple implementation of a Support Vector Machine using the Sequential Minimal Optimization (SMO) algorithm for training.
Svd
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74
Python code implementing the power method for Singular Value Decomposition
Noisyopt
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74
Python library for optimizing noisy functions.
Paradiseo
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74
An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers
Bbopt
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73
Black box hyperparameter optimization made easy.
Pyvacy
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73
👁🙅♀️Differentially Private Optimization Algorithms for PyTorch
Trajopt
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71
Trajectory optimization algorithms for robotic control.
Learningtolearn
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70
Collection of algorithms to learn loss and reward functions via gradientbased bilevel optimization.
Cspy
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67
A collection of algorithms for the (Resource) Constrained Shortest Path problem in Python / C++ / C#
Photonai
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65
PHOTONAI is a high level python API for designing and optimizing machine learning pipelines.
Nonlinear Optimization Algorithms
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62
MATLAB implementations of a variety of nonlinear programming algorithms.
Ryu
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61
A Go implementation of the Ryu algorithm for converting floatingpoint numbers to strings
Route Optimizer Machine Learning
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58
Route optimization solution which uses evolutionary algorithm with XGBoost model to optimize travel times.
Chop
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58
CHOP: An optimization library based on PyTorch, with applications to adversarial examples and structured neural network training.
Motion Planning Algorithms
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57
Matlab Implementations of some basic motion planning algorithms, such as A*, RRT, RRT*, Minimum Snap Trajectory Generation, etc..
Hybridprecodingopt
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56
Optimization algorithms for hybrid precoding in mmWave MIMO systems: Version 1.1.0
Online Category Learning
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56
ML algorithm for realtime classification
Liboptimization
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52
LibOptimization is numerical optimization algorithm library for .NET Framework. / .NET用の数値計算、最適化ライブラリ
Rsopt
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51
Riemannian stochastic optimization algorithms: Version 1.0.3
Neural Net Optimization
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49
PyTorch implementations of recent optimization algorithms for deep learning.
Me Trpo
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48
Leanparameteroptimization
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45
Parameter Optimization for Lean Algorithms
Multiobjectivealgorithms.jl
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43
Rustimization
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43
Collection of Optimization algorithm in Rust
Exproptimization.jl
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42
Algorithms for optimization of Julia expressions
Rfho
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42
Gradientbased hyperparameter optimization package with TensorFlow
Utf8
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42
Fast UTF8 validation with range algorithm (NEON+SSE4+AVX2)
Kmeans1d
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41
A Python package for optimal 1D kmeans clustering.
Bocs
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41
Bayesian Optimization of Combinatorial Structures
Isula
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37
A Java Framework for Ant Colony Optimization algorithms.
Deep Learning Optimization Algorithms
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37
Visualization of various deep learning optimization algorithms using PyTorch automatic differentiation and optimizers.
Aialgorithmsandapplications
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36
Course Material: AI Algorithms and Applications with Python I + II
Jmetalsp
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35
A framework for Big Data Optimization with multiobjective metaheuristics
Pyproximal
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35
PyProximal – Proximal Operators and Algorithms in Python
Moe
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34
Moe is a C++14 headeronly dependencyfree library providing generic implementations of some metaheuristic algorithms
Genx
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34
Genx provides modular building blocks to run simulations of optimization and search problems using Genetic Algorithms
Hungarian.jl
⭐
32
The Hungarian(KuhnMunkres) algorithm for Julia
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