AI Agent Skills

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

Genetic Programming in Python, with a scikit-learn inspired API

Early POC of genetic neural architecture search

Genetic circuit design automation

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

Mining technical factors based on symbolic regression via genetic algorithm

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

Use this skill whenever you are reasoning about large-scale scientific projects, genomics, bioethics, data infrastructure, or long-term medical translation. Eric S. Land…

Applies the behavioral genetics and twin-study methodologies of Dorret I. Boomsma (behavior geneticist, Vrije Universiteit Amsterdam). Use this skill when reasoning abou…

Use when improving or comparing Ultralytics YOLO models in Platform or code, or running hyperparameter search/autotraining — Platform experiment comparison, the systemat…