Evolutionary hyperparameter optimization tool for neural networks built with Tensorflow.
Optimization using Evolutionary Operators
Implementation of Imperialist Competitive Algorithm
[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.
Misc Projects
A PyTorch package for Truncated Variational Optimization.
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.
Implementation of NSGA-II in Python
Graph Optimiser for Learning and Evolution of Models
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (1st Edition: from 2023 to 2027).
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
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