Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

Evolving simple organisms using a genetic algorithm and deep learning from scratch with python

Graph Optimiser for Learning and Evolution of Models

Implementation of NSGA-II in Python

Meta-black-box Optimization Platform

A Fortran 95 code for Particle Swarm Optimization. The code is general. The fitness function is defined in a separate file and can be replaced by any user defined fitness function.

[NeurIPS 2024] Official impl. of "Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability". An automated screening pipeline leveraging hybridization of generative AI and evolutionary optimization for pharmaceutical co-crystal design.

Optimization using Evolutionary Operators

A PyTorch package for Truncated Variational Optimization.

Evolutionary hyperparameter optimization tool for neural networks built with Tensorflow.

Misc Projects

Implementation of Imperialist Competitive Algorithm

This repository contains code for capstone project "Multi-Objective Evolutionary Search in LLMs"