Hengzhe Zhang

EvolutionaryForest. An open source python library for automated feature engineering based on Genetic Programming

awesome-genetic-programming. A curated list of resources for genetic programming.

DEAP-GP-Tutorial. A Tutorial for DEAP

PS-Tree. An open source python library for non-linear piecewise symbolic regression based on Genetic Programming

scikit-obliquetree. Oblique Decision Tree in Python

scikit-rtdl. A scikit-learn compatible neural network library based on "Revisiting Tabular Deep Learning" (RTDL)

scikit-TALENT. Scikit-TALENT provides seamless deep learning integration with scikit-learn and Optuna-based tuning.

RL-GEP. A hybridization method of genetic programming and reinforcement learning for symbolic regression

RAG-SR. Retrieval-Augmented Generation for Neural Symbolic Regression

Scikit-MTR. A multi-target regression framework

SR-Forest. An open source python library for GP-based ensemble learning methods

DoubleLexicaseSelection. GECCO 2023

FlexAutoML. A comprehensive, end-to-end solution designed to streamline your machine learning pipeline tasks.

KneePoint-Python. A package for knee point selection

RM-MEDA. RM-MEDA Python3

GPED. A re-implementation of GPED

deep-symbolic-regression. Source code for deep symbolic regression.

EFS-RL. Interpretable policy derivation for reinforcement learning based on evolutionary feature synthesis

CEC-Slides.

Measuring-VC-Dimension. Measuring the VC-dimension using experimental method.

Cosine-MAP-Elites-GP. Python

EvolutionaryParameterGrid. Evolutionary Parameter Grid

GPTP-PPT.

EF-Experiment. Here is some code related to EF experimentation

SlurmNeSI. This is a simple Slurm script that runs Python jobs on a NeSI cluster.

EuroGP-2024-PPT.

GP-GPPI. Python

EuroGP-2023-Recap. EuroGP 2023 Recap