ryanboldi

awesome-courses

:books: List of awesome university courses for learning Computer Science!

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_down:

pymoo

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

Minigrid

Simple and easily configurable grid world environments for reinforcement learning

estool

Evolution Strategies Tool

OpenELM

Evolution Through Large Models

QDax

Accelerated Quality-Diversity

pyribs

A bare-bones Python library for quality diversity optimization.

NATS-Bench

TPAMI 2021: NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size

darts-pt

[ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS

multi-task-image-classification

Multi-task learning for image classification implemented in PyTorch.

pymap_elites

map elites python reference implementation

propeller

Yet another Push-based genetic programming system in Clojure

cs236756-intro-to-ml

Jupyter Notebook tutorials for the Technion's CS 236756 course "Introduction to Machine Learning"

ga-world-models

qdhf

Quality Diversity through Human Feedback, NeurIPS 2023 ALOE Workshop (Spotlight).

cbgp-lite

Code Building Genetic Programming for a narrow subset of the Clojure language.

2020_mouret_gecco

Source code for 'Quality Diversity for Multi-task Optimization' (Mouret & Maguire, GECCO 2020)

neural-cellular-robot-substrate

Neural cellular automaton for developing body and brain of a modular robot

Kheperax

bbq

BBQ. A Tasty Front-End for PyRibs.

tdomino_ppsn

QDGlue

Glue for QD Benchmarks

image-grid

psb2-clojure

SpontaneousPerfSpikeSNN

ReactiveLEDMatrix

Interactive, Expandable RGB Matrix Panels with IR Sensing

MOVE

Many-objective Optimization via Voting for Elites