6166 Open source projects that are alternatives of or similar to Evolutionary Computation Course

Jupyter Notebooks from the old UnsupervisedLearning.com (RIP) machine learning and statistics blog

Code for Tensorflow Machine Learning Cookbook

Jenetics - Genetic Algorithm, Genetic Programming, Evolutionary Algorithm, and Multi-objective Optimization

Train PyTorch Models using the Genetic Algorithm with PyGAD

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Tiny Genetic Programming in Python

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.

A collection of Jupyter/IPython notebooks

GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.

Blue Brain Python Optimisation Library

Neuroevolution demo through TensorFlow.js, Neataptic, and Box2D

Search the best feature subset for you classification mode

Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).

A py.test plugin to validate Jupyter notebooks

IPython Notebooks to learn Python

CatBoost tutorials repository

Scipy Cookbook

Some notebooks

Telegram notification with IPython magics.

An IPython notebook plugin for visualizing ASTs.

Tutorial on Using Pandas

Pytest in IPython notebooks.

Evolutionary & genetic algorithms for Julia

Supported highly optimized and flexible genetic algorithm package for python

Scraping statistics, predicting NBA player performance with neural networks and boosting algorithms, and optimising lineups for Draft Kings with genetic algorithm. Capstone Project for Machine Learning Engineer Nanodegree by Udacity.

Derivative-Free Optimization Method for Global Optimization (C++)

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.

Modular Java framework for meta-heuristic optimization

Evolutionary algorithms library for the web 🧬

Genetic Algorithm and Particle Swarm Optimization

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

Generate high-quality triangulated and polygonal art from images.

A tiny 1000 line LLVM-based numeric specializer for scientific Python code.

Jupyter for Visual Studio Code

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

Awesome Artificial Intelligence Projects

WebRTC for Jupyter notebook/lab

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning techniques.

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

Learn advanced data science on real-life, curated problems

Ansible role to setup jupyterhub server (deprecated)

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.

Instructional notebooks on music information retrieval.

A collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)

A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.

strip output from Jupyter and IPython notebooks

📊 Algorithm Visualizer for IPython/Jupyter Notebook

Dive into Machine Learning with Python Jupyter notebook and scikit-learn! First posted in 2016, maintained as of 2021. Pull requests welcome.

Evolution Simulator with Box2D

Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"

Machine Learning Finite State Machine Models from Data with Genetic Algorithms

Finding an optimal Blackjack strategy using AI

🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

Yet another black-box optimization library for Python

SQLCell is a magic function for the Jupyter Notebook that executes raw, parallel, parameterized SQL queries with the ability to accept Python values as parameters and assign output data to Python variables while concurrently running Python code. And *much* more.

Python script (and IPython notebook) to perform RFM analysis from customer purchase history data