scikit-opt
zoofs
| scikit-opt | zoofs | |
|---|---|---|
| 1 | 4 | |
| 4,937 | 236 | |
| - | - | |
| 3.3 | 0.0 | |
| 6 days ago | 5 months ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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scikit-opt
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
What are some alternatives?
fast-cma-es - A Python 3 gradient-free optimization library
biteopt - Derivative-Free Global Optimization Method (C++, Python binding)
pycma - Python implementation of CMA-ES
Sklearn-genetic-opt - ML hyperparameters tuning and features selection, using evolutionary algorithms.
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
GARI - GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
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.
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.