zoofs
scikit-opt
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zoofs | scikit-opt | |
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4 | 1 | |
236 | 4,920 | |
- | - | |
0.0 | 4.3 | |
5 months ago | 2 months ago | |
Python | Python | |
Apache License 2.0 | MIT License |
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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
scikit-opt
What are some alternatives?
biteopt - Derivative-Free Global Optimization Method (C++, Python binding)
fast-cma-es - A Python 3 gradient-free optimization library
Sklearn-genetic-opt - ML hyperparameters tuning and features selection, using evolutionary algorithms.
pycma - Python implementation of CMA-ES
GARI - GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
Multi-UAV-Task-Assignment-Benchmark - A Benchmark for Multi-UAV Task Allocation of an Extended Team Orienteering Problem
Parameterize.Net - Parameterize.Net is a library that allows developers to represent complex objects using float array.
geneal - A genetic algorithm implementation in python
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.
noisyopt - Python library for optimizing noisy functions.
deeplearning
PSO-cont-sched - Made for a college project, this Java program attempts to demonstrate how PSO might be used to solve container scheduling problems.