150 Open source projects that are alternatives of or similar to exact

Evolutionary Algorithms Framework

Supported highly optimized and flexible genetic algorithm package for python

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

NEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training

Solve multi-objective optimization problems with distributed evolutionary algorithms

SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.

Evolution Simulator with Box2D

Tiny Genetic Programming in Python

Always sparse. Never dense. But never say never. A 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).

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_report18.pdf

public repository for the "architecture improvement method reference"

Helping humanity evolve

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).

An interesting display of evolution through neural networks and a genetic algorithm

The Life Engine

Bayesian Evolutionary Analysis Sampling Trees

A topology and parameter evolving universal learning network.

Self-replicating, self-modifying Assembly program that can evolve into every possible computer program in the universe (EXPERIMENTAL)

Trait-Driven Models of Ecology and Evolution 🌲

The main repository for the development of the evolution game Thrive.

A simple simulation in Unity, which uses genetic algorithm to optimize forces applied to cubes

De novo annotation of young retrotransposons

FAVITES (FrAmework for VIral Transmission and Evolution Simulation)

Space invaders, but the invaders evolve with genetic algorithm

An interactive ecosystem and evolution simulator written in C and OpenGL, for GNU/Linux.

Evolution simulator

Python package and CLI for whole-genome duplication related analyses

Curated (meta)list of resources for Biology.

Neuroevolution Framework for Tensorflow 2.x focusing on modularity and high-performance. Preimplements NEAT, DeepNEAT, CoDeepNEAT, etc.

Bayesian Evolutionary Analysis by Sampling Trees

A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning

Backend is responsible to provide data to EVOlution App - iOS

Generate high-quality triangulated and polygonal art from images.

A Framework for Coalescent Simulation in R

Evolving version of Conway’s Game of Life.

Guided synteny alignment between duplicated genomes (within specified quota constraint)

Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization

Simulating complete lives of different cellular animals and plants. Evolution, inheritance, predation and more.

Finding an optimal Blackjack strategy using AI

A tool to extract and visualize the results of CAFE (Computational Analysis of gene Family Evolution)

Modular Java framework for meta-heuristic optimization

Continuous Unix commit history from 1970 until today

Configuration tutorials for a variety of mail user agents.

Data visualization tool for wikis evolution

Archaeopteryx.js is a software tool for the visualization and analysis of highly annotated phylogenetic trees.

Code and data to create a git repository representing the Unix source code history

🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning

A project on improving Neural Networks performance by using Genetic Algorithms.

DISHTINY: A Platform for Studying Open-Ended Evolutionary Transitions in Individuality

Python implementation of the NEAT neuroevolution algorithm

Simple Genetic Programming for Symbolic Regression in Python3

Hardware and software for accessible, extensible, and scalable bioreactors. Built on Raspberry Pi.

Machine Learning Finite State Machine Models from Data with Genetic Algorithms

Command-line program to wrap dagchainer and combine pairwise results into multi-alignments in column format

Simulation of life & evolution

[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control

A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction

Manuscript for functional prediction of transcriptomic “dark matter” across species

Cutting Edge UI Components for Modern Developers