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The Top 23 Python Evolutionary Algorithm Open Source Projects

Open source projects categorized as Python Evolutionary Algorithm
Categories > Machine Learning > Evolutionary Algorithm
Data Analysis And Machine Learning Projects ⭐ 5,596
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
most recent commit 10 months ago
Geatpy ⭐ 1,633
Evolutionary algorithm toolbox and framework with high performance for Python
most recent commit a year ago
Pysr ⭐ 1,580
High-Performance Symbolic Regression in Python and Julia
total releases 165most recent commit 3 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 5 months agopypi pygad} Downloads
Evolutionary Algorithm ⭐ 1,152
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
most recent commit 5 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 35most recent commit 3 months agopypi google-vizier} Downloads
Evotorch ⭐ 941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
dependent packages 1total releases 9most recent commit 4 months agopypi evotorch} Downloads
Pagmo2 ⭐ 759
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
dependent packages 5total releases 24most recent commit 5 months ago
Fedot ⭐ 582
Automated modeling and machine learning framework FEDOT
dependent packages 1total releases 19most recent commit 3 months agopypi fedot} Downloads
Solid ⭐ 518
🎯 A comprehensive gradient-free optimization framework written in Python
most recent commit 5 years ago
Agilerl ⭐ 457
Streamlining reinforcement learning with RLOps
most recent commit 3 months ago
Kahip ⭐ 364
KaHIP -- Karlsruhe HIGH Quality Partitioning.
most recent commit 16 days ago
Circle Evolution ⭐ 256
Evolutionary Art Using Circles in Python
total releases 1most recent commit 3 years ago
Hypernets ⭐ 256
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
dependent packages 8total releases 18most recent commit 4 months agopypi hypernets} Downloads
Sklearn Genetic Opt ⭐ 236
ML hyperparameters tuning and features selection, using evolutionary algorithms.
total releases 44most recent commit 7 months ago
Zoofs ⭐ 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.
dependent packages 1total releases 26most recent commit 7 months agopypi zoofs} Downloads
Evoskeleton ⭐ 198
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
most recent commit 3 years ago
Evostra ⭐ 196
A fast Evolution Strategy implementation in Python
dependent packages 1total releases 6most recent commit 4 years agopypi evostra} Downloads
Bluepyopt ⭐ 190
Blue Brain Python Optimisation Library
dependent packages 7total releases 394most recent commit 4 months agopypi bluepyopt} Downloads
Gym Fx ⭐ 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
most recent commit a year ago
Sparse Evolutionary Artificial Neural Networks ⭐ 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).
most recent commit 3 years ago
Pyribs ⭐ 185
A bare-bones Python library for quality diversity optimization.
dependent packages 1total releases 14most recent commit 3 months agopypi ribs} Downloads
Evol ⭐ 164
a python grammar for evolutionary algorithms and heuristics
total releases 14most recent commit 2 years ago
The 10 Most Depended On Python Evolutionary Algorithm Open Source Projects
Bluepyopt ⭐ 190
Blue Brain Python Optimisation Library
dependent packages 7total releases 394latest release October 23, 2023most recent commit 4 months agopypi bluepyopt} Downloads
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
Geppy ⭐ 148
A framework for gene expression programming (an evolutionary algorithm) in Python
dependent packages 3total releases 4latest release September 21, 2021most recent commit a year agopypi geppy} Downloads
Opp Op Pop Init ⭐ 6
PyPI package containing opposition learning operators and population initializers for evolutionary algorithms
dependent packages 2total releases 9latest release January 06, 2023most recent commit a year agopypi OppOpPopInit} Downloads
Evotorch ⭐ 941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
dependent packages 1total releases 9latest release November 02, 2023most recent commit 4 months agopypi evotorch} Downloads
Stochopy ⭐ 74
Python library for stochastic numerical optimization
dependent packages 1total releases 27latest release November 22, 2021most recent commit a year agopypi stochopy} Downloads
The 10 Latest Releases In Python Evolutionary Algorithm Open Source Projects
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
Geneticalgorithm2 ⭐ 20
Supported genetic algorithm package for python
dependent packages 1total releases 73latest release November 29, 2023most recent commit 3 years agopypi geneticalgorithm2} Downloads
Evotorch ⭐ 941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
dependent packages 1total releases 9latest release November 02, 2023most recent commit 4 months agopypi evotorch} Downloads
Niaarm ⭐ 12
A minimalistic framework for Numerical Association Rule Mining
dependent packages 1total releases 17latest release November 01, 2023most recent commit 3 months agopypi niaarm} Downloads
Bluepyopt ⭐ 190
Blue Brain Python Optimisation Library
dependent packages 7total releases 394latest release October 23, 2023most recent commit 4 months agopypi bluepyopt} Downloads
Edaspy ⭐ 30
Estimation of Distribution algorithms Python package
total releases 11latest release September 29, 2023most recent commit 7 months ago
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