Repository Index

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

• genetic-algorithm
• pso
• particle-swarm-optimization
• tsp

Official git repository for Biopython (originally converted from CVS)

• python
• bioinformatics
• genomics
• biopython

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

• optimization
• multi-objective-optimization
• nsga2
• nsga3

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

• python
• genetic-algorithm
• optimization
• numpy

Genetic Programming in Python, with a scikit-learn inspired API

• genetic-programming
• machine-learning
• python
• scikit-learn

🦖 ClawBio - The first bioinformatics-native AI agent skill library. Local-first. Reproducible. Open. Free.

• ai-agents
• bioinformatics
• equity
• genomics

Cloud-native genomic dataframes and batch computing

• genetics
• vcf
• genomics
• gwas

Framework for Making Environmental Keyed Payloads (NO LONGER SUPPORTED)

• powershell
• golang
• python
• clueless-agents

A Free and Open Source Python Library for Multiobjective Optimization

• optimization
• multiobjective
• evolutionary
• algorithm

🎯 A comprehensive gradient-free optimization framework written in Python

• metaheuristics
• optimization
• optimization-algorithms
• python

Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.

• python
• scikit-learn
• machine-learning
• artificial-intelligence

Genetic feature selection module for scikit-learn

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.

• machine-learning
• python
• evolutionary-algorithms
• genetic-algorithm

A Genetic Programming platform for Python with TensorFlow for wicked-fast CPU and GPU support.

A strongly-typed genetic programming framework for Python

• python
• ipynb
• genetic-programming
• framework