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Search results for evolutionary algorithm
evolutionary-algorithm
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332 search results found
Data Analysis And Machine Learning Projects
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5,596
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
Triangula
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3,832
Generate high-quality triangulated and polygonal art from images.
Geatpy
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1,633
Evolutionary algorithm toolbox and framework with high performance for Python
Pysr
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1,580
High-Performance Symbolic Regression in Python and Julia
Geneticalgorithmpython
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1,564
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Platemo
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1,292
Evolutionary multi-objective optimization platform
Evolutionary Algorithm
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1,152
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
Vizier
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1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
Robyn
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974
Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.
Applying_eanns
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955
A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
Evotorch
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941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
Jenetics
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806
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
Pagmo2
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759
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Sklearn Deap
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731
Use evolutionary algorithms instead of gridsearch in scikit-learn
Optim
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726
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
Eaopt
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721
🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Invaderz
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677
Space invaders, but the invaders evolve with genetic algorithm
Self Parking Car Evolution
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636
🧬 Training the car to do self-parking using a genetic algorithm
Fedot
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582
Automated modeling and machine learning framework FEDOT
Genetic Js
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555
Advanced genetic and evolutionary algorithm library written in Javascript
Solid
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518
🎯 A comprehensive gradient-free optimization framework written in Python
Symbolicregression.jl
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484
Distributed High-Performance Symbolic Regression in Julia
Agilerl
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457
Streamlining reinforcement learning with RLOps
Evomaster
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399
The first open-source AI-driven tool for automatically generating system-level test cases (also known as fuzzing) for web/enterprise applications. Currently targeting whitebox and blackbox testing of Web APIs, like REST, GraphQL and RPC (e.g., gRPC and Thrift).
Lifeengine
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384
The Life Engine
Kahypar
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368
KaHyPar (Karlsruhe Hypergraph Partitioning) is a multilevel hypergraph partitioning framework providing direct k-way and recursive bisection based partitioning algorithms that compute solutions of very high quality.
Kahip
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364
KaHIP -- Karlsruhe HIGH Quality Partitioning.
Sharpneat
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357
SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.
Evolopy
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331
EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
Pygmo2
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329
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Clojush
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325
The Push programming language and the PushGP genetic programming system implemented in Clojure.
Evolutionary.jl
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290
Evolutionary & genetic algorithms for Julia
Evolution
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266
A sandbox game/simulator that demonstrates machine learning with evolutionary algorithms.
Circle Evolution
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256
Evolutionary Art Using Circles in Python
Hypernets
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256
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
Sklearn Genetic Opt
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236
ML hyperparameters tuning and features selection, using evolutionary algorithms.
Optimal Roadtrip Usa
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218
Contains maps for the article, "Computing the optimal road trip across the U.S." and similar articles
Zoofs
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213
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
Evoskeleton
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198
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
Evostra
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196
A fast Evolution Strategy implementation in Python
Bluepyopt
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190
Blue Brain Python Optimisation Library
Sparse Evolutionary Artificial Neural Networks
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187
Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
Gym Fx
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187
Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress
Watchmaker
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186
The Watchmaker Framework for Evolutionary Computation
Pyribs
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185
A bare-bones Python library for quality diversity optimization.
Notebooks
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183
Notebooks on how to use Distributed Evolutionary Algorithm in Python (DEAP)
Bio_ik
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176
MoveIt kinematics_base plugin based on particle optimization & GA
Evol
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164
a python grammar for evolutionary algorithms and heuristics
Sferes2
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159
A lightweight, generic C++11 framework for evolutionary computation
Evolutionary Computation Course
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154
Jupyter/IPython notebooks about evolutionary computation.
Karoo_gp
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148
A Genetic Programming platform for Python with TensorFlow for wicked-fast CPU and GPU support.
Pypop
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148
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants. https://pypop.rtfd.io/
Geppy
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148
A framework for gene expression programming (an evolutionary algorithm) in Python
Evograd
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144
Galgo 2.0
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140
Genetic Algorithm in C++ with template metaprogramming and abstraction for constrained optimization
Peas
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130
Python Evolutionary Algorithms. Contains implementations of NEAT and HyperNEAT.
Yabox
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127
Yet another black-box optimization library for Python
Biteopt
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118
Derivative-Free Global Optimization Method (C++, Python binding)
Brainforge
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111
A Neural Networking library based on NumPy only
Awesome Deep Neuroevolution
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111
A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
Mu8
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110
Genetic algorithm for unsupervised machine learning in Go.
Evo
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104
Evolutionary Algorithms in Go
Evocraft Py
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101
A Python interface for Minecraft built on gRPC
Nonconvex.jl
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100
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
Evolutionary Reinforcement Neural Network Autonomous Car
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99
A self driving vehicle based on evolutionary algorithm and reinforcement learning
Evox
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98
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
Grokking Artificial Intelligence Algorithms
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91
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
Darwin
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91
Evolutionary Algorithms Framework
Radiate
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91
A genetic programming engine which evolves solutions through asynchronous speciation.
Nsganetv2
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89
[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
Mto Platform
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84
Multitask Optimization Platform (MToP)
Distributedevolutionarycomputation
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84
A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered.
Genevo
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82
Execute genetic algorithm (GA) simulations in a customizable and extensible way.
Ec Kity
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78
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
Torchga
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78
Train PyTorch Models using the Genetic Algorithm with PyGAD
Keel
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76
KEEL: Knowledge Extraction based on Evolutionary Learning
Paradiseo
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74
An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers
Stochopy
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74
Python library for stochastic numerical optimization
Tiny_gp
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73
Tiny Genetic Programming in Python
Biomorpher
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72
Interactive Evolutionary Algorithms (IEAs) for Grasshopper
Evoplex
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69
Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS.
Novelty Search Live
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68
Musical Novelty Search: Evolutionary Algorithms + Ableton Live
Mabe
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67
Modular Agent Based Evolution Framework
Evoxbench
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63
Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.
Fedot.industrial
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62
Python framework for automated time series classification, object recognition and anomaly detection
Divergence And Quality Diversity
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62
A collection of papers on divergence and quality diversity
Digging
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62
Decision Intelligence for digging best parameters in target environment.
Leap
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61
A general purpose Library for Evolutionary Algorithms in Python.
Xgp
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61
🔮 Symbolic regression library
Geneticalgorithmforfeatureselection
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60
Search the best feature subset for you classification mode
Bolero
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60
Behavior Optimization and Learning for Robots
Pyshgp
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60
Push Genetic Programming in Python.
Gendis
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59
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
Route Optimizer Machine Learning
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58
Route optimization solution which uses evolutionary algorithm with XGBoost model to optimize travel times.
Evvo
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58
Solve multi-objective optimization problems with distributed evolutionary algorithms
Moead Py
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57
A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)
Distributedes
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56
Distributed implementation of popular evolutionary methods
Cgp Cnn
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55
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
Ealib
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54
Evolutionary Algorithms Library
Evolutionary Autoencoders
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53
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search (ICML 2018)
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Python Evolutionary Algorithm (320)
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