hengzhe-zhang/scikit-rtdl

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Python
Created about 3 years ago
Updated 7 months ago

hengzhe-zhang/scikit-rtdl

hengzhe-zhang

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

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.

PS-Tree

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

DEAP-GP-Tutorial

A Tutorial for DEAP

Jupyter Notebook

scikit-obliquetree

Oblique Decision Tree in Python

RL-GEP

A hybridization method of genetic programming and reinforcement learning for symbolic regression

GPED

A re-implementation of GPED

SR-Forest

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

GPTP-PPT

RM-MEDA

RM-MEDA Python3

FlexAutoML

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

KneePoint-Python

A package for knee point selection

DoubleLexicaseSelection

Scikit-MTR

A multi-target regression framework

EFS-RL

Interpretable policy derivation for reinforcement learning based on evolutionary feature synthesis

EvolutionaryParameterGrid

Evolutionary Parameter Grid

Jupyter Notebook

Cosine-MAP-Elites-GP

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.

Measuring-VC-Dimension

Measuring the VC-dimension using experimental method.

GP-GPPI

EuroGP-2023-Recap

EuroGP 2023 Recap

EuroGP-2024-PPT