97 Open source projects that are alternatives of or similar to computational-intelligence

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).

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

Jupyter/IPython notebooks about evolutionary computation.

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

Evolutionary Art Using Circles in Python

Lecture content for Intro to Data Science 2018

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

Genetics (Initialization, Selection, Crossover, Mutation)

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

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

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.

Lecture slides and homework assignments for MA5233 Computational Mathematics at the National University of Singapore.

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

The Watchmaker Framework for Evolutionary Computation

nlp lecture-notes and source code

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

A tool for automatically generating system-level test cases. Currently targeting REST APIs.

Evolution Simulator with Box2D

Supported highly optimized and flexible genetic algorithm package for python

Musical Novelty Search: Evolutionary Algorithms + Ableton Live

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

Solve multi-objective optimization problems with distributed evolutionary algorithms

A neuromechanical model of adult Drosophila melanogaster.

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

[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

Behavior Optimization and Learning for Robots

Machine Learning Finite State Machine Models from Data with Genetic Algorithms

Lectures and computer labs storage for IW5 course at FIT VUT.

"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.

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

A fast Evolution Strategy implementation in Python

Using Cartesian Genetic Programming to find an efficient Convolutional Neural Network architecture

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).

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

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded Deep Monocular 3D Human Pose Estimation With Evolutionary Training Data"

android lecture notes

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University

Evolutionary algorithm toolbox and framework with high performance for Python

Blue Brain Python Optimisation Library

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

Evolutionary & genetic algorithms for Julia

Notizen zur TheoLog-Vorlesung mit Begriffen aus Formale Systeme. Hinweis: die Unterlagen sind für die VL in 2017 und können Fehler enthalten

Yet another black-box optimization library for Python

Commented templates for CVs, homework, lecture notes, presentations, research papers, and essays, with commands for math/statistics symbols

Evolutionary Algorithms Framework

EXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM

A bare-bones Python library for quality diversity optimization.

The Life Engine

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

Notes and cheatsheets from NUS modules taken as part of the Computer Science curriculum.

Distributed implementation of popular evolutionary methods

Finding an optimal Blackjack strategy using AI

A very fast, 90% vectorized, NSGA-II algorithm in matlab.

Modular Java framework for meta-heuristic optimization

📖 [译] fast.ai 数值线性代数讲义 v2

Unassorted scribbles on formal methods, type theory, category theory, and so on, and so on

Vita - Genetic Programming Framework

This project defines a skeleton repo for creating lecture slides and handouts including lecture notes out of Pandoc Markdown (http://pandoc.org/MANUAL.html) using a single source approach.

Generate high-quality triangulated and polygonal art from images.

Simple Genetic Programming for Symbolic Regression in Python3