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Search results for python evolutionary computation
evolutionary-computation
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python
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41 search results found
Evotorch
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941
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
Pyribs
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185
A bare-bones Python library for quality diversity optimization.
Geppy
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148
A framework for gene expression programming (an evolutionary algorithm) in Python
Talk Generator
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120
talk-generator is capable of generating coherent slide decks based on a single topic suggestion.
Nsga Net
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114
NSGA-Net, a Neural Architecture Search Algorithm
Gpflappybird
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110
Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)
Evox
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98
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
Cameo
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90
cameo - computer aided metabolic engineering & optimization
Ec Kity
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78
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
Tiny_gp
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73
Tiny Genetic Programming in Python
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.
Pyshgp
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60
Push Genetic Programming in Python.
Nsgaiii
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60
An implementation of NSGA-III in Python.
Fireflyalgorithm
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53
Implementation of Firefly Algorithm in Python
Denser Models
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47
Deephyperneat
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39
A public python implementation of the DeepHyperNEAT system for evolving neural networks. Developed by Felix Sosa and Kenneth Stanley. See paper here: https://eplex.cs.ucf.edu/papers/sosa_ugrad_report1
Synthetic
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37
Symbolic Generators for Complex Networks
Applied Machine Learning Course
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28
This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.
Microgp4
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27
A multi-purpose extensible self-adaptive evolutionary tool
Pearl
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27
Adaptable tools to make reinforcement learning and evolutionary computation algorithms.
Revolve
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22
Robot evolution framework for the Triangle of Life project
High Dim Es Rl
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19
Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies
Robustarchitecturesearch
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18
This github repository contains the official code for the paper, "Evolving Robust Neural Architectures to Defend from Adversarial Attacks"
Moptipy
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14
Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.
Nas_transformer
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12
Evolutionary Neural Architecture Search on Transformers for RUL Prediction
Cde Gan
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11
Codes for the paper "CDE-GAN: Cooperative Dual Evolution Based Generative Adversarial Network" in TEVC, 2021
Evoopt
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11
Python implementation of state-of-art meta-heuristic and evolutionary optimization algorithms.
Genetic Programming With Rademacher Complexity
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11
Code for the GP-RC algorithm presented in "Genetic Programming with Rademacher Complexity for Symbolic Regression" (IEEE CEC2019). Paper Link: https://ieeexplore.ieee.org/document/8790341
Revolve2
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11
A python library for optimization, geared towards modular robots and evolutionary computing.
Dqd Rl
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10
Official implementation of "Approximating Gradients for Differentiable Quality Diversity in Reinforcement Learning"
Evolutionaryselfreplication
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9
Produce intelligence by means of natural selection without objective/reward optimization
Evoltier
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8
[WIP] Python implementation of evolution strategy based on Information Geometry. This library includes CMA-ES, NES, CompactGA and PBIL.
Duelist Algorithm Python
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7
A Python implementation of the paper "Duelist Algorithm: An Algorithm Inspired by How Duelist Improve Their Capabilities in a Duel" https://arxiv.org/abs/1512.00708
Tiny_ga
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7
Tiny Genetic Algorithm in Python
Python M3gp
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7
An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populations (M3GP) algorithm
Shadeils
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6
Source code of the SHADE with Iterative Local Search, an algorithm specially designed for for real-parameter optimization with high dimensionalidad (Large-Scale Global Optimization)
Awa
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5
Adaptive Weighted Aggregation
Mission Planning Using Ga
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5
Sensor based Mission Planning for single robot using greedy based genetic algorithm
Sudoku Genetic Algorithm
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5
Solves a Sudoku puzzle using a genetic algorithm.
Pyec
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5
Evolutionary Computation and Optimization in Python
Neuvol
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5
Genetic algorithm framework to find the best neural network architecture with Keras
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