zoofs
TorchGA
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zoofs
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[D] Feature engineering automation?
and as u described considering you will end up with a lot of features. https://github.com/jaswinder9051998/zoofs for feature selection. Zoofs is a wrapper based feature selection, so you'll be able select feature-based purely on performance if u have a healthy test set or if u perform cross-validation
- [P] Feature Selection for tabular data (Zoofs, python package)
- Zoofs, a feature selection Library
- Zoofs , nature inspired wrapper algorithms
TorchGA
- PyGAD 2.13.0 Released! A Python 3 Library for Building the Genetic Algorithm and Training Machine Learning Algorithms (Supports Keras and PyTorch)
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Train PyTorch Models Using Genetic Algorithm with PyGAD
Link of the GitHub project that prepares the PyTorch models for use with PyGAD: https://github.com/ahmedfgad/TorchGA
The source code of the pygad.torchga module is available at the ahmedfgad/TorchGA GitHub project.
What are some alternatives?
scikit-opt - Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
koila - Prevent PyTorch's `CUDA error: out of memory` in just 1 line of code.
biteopt - Derivative-Free Global Optimization Method (C++, Python binding)
de-torch - Minimal PyTorch Library for Differential Evolution
Sklearn-genetic-opt - ML hyperparameters tuning and features selection, using evolutionary algorithms.
PySR - High-Performance Symbolic Regression in Python and Julia
GARI - GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
snntorch - Deep and online learning with spiking neural networks in Python
Parameterize.Net - Parameterize.Net is a library that allows developers to represent complex objects using float array.
bittensor - Internet-scale Neural Networks
NitroFE - NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.
awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments