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Feature Extraction Python Packages

Python packages with the GitHub topic feature-extraction. Sorted by relevance, with stars and monthly downloads.
blue-yonder
tsfresh

Automatic extraction of relevant features from time series:

384K 9K 1K
feature-engine
feature-engine

Feature engineering and selection open-source Python library compatible with sklearn.

344K 2K 342
lukemelas
efficientnet-pytorch

A PyTorch implementation of EfficientNet

194K 8K 2K
raphaelvallat
antropy

AntroPy: entropy and complexity of (EEG) time-series in Python

121K 367 61
openbraininstitute
efel

Electrophys Feature Extraction Library

90K 9 0
upgini
upgini

Intelligent data search & enrichment for Machine Learning

76K 347 27
audeering
opensmile

Python package for openSMILE

35K 319 40
fraunhoferportugal
tsfel

An intuitive library to extract features from time series.

33K 1K 156
loli
medpy

Medical image processing in Python

30K 617 145
predict-idlab
tsflex

Flexible time series feature extraction & processing

23K 438 28
juaml
junifer

Forschungszentrum Jülich Neuroimaging Feature Extractor

19K 15 13
scientisst
biosppy

Biosignal Processing in Python

17K 113 31
antoinebrl
torchextractor

Feature extraction made simple with torchextractor

15K 101 5
ecmwf
pygribjump

Python interface to GribJump

14K 5 2
sergiud
hogpp

Fast computation of rectangular histogram of oriented gradients (R-HOG) features using integral histogram

11K 12 1
DynamicsAndNeuralSystems
pyhctsa

The most comprehensive time-series feature extraction package in Python.

10K 16 2
AutoViML
featurewiz

Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshadri. Collaborators welcome.

10K 677 99
openbraininstitute
bluepyefe

BluePyEfe: Blue Brain Python E-feature extraction

8K 4 0
ecmwf
polytope-python

A library for extracting polytope "features" from datacubes

7K 44 8
evinism
mistql

A query / expression language for performing computations on JSON-like structures. Built for easy embedding in applications.

5K 388 20
konodyuk
kts

Interactive ML Toolset

5K 17 2
EinarOlafsson
spacr

spaCR Spatial phenotype analysis of CRISPR–Cas9 screens (spaCR)

5K 6 1
productml
blurr-dev

Data aggregation pipeline for running real-time predictive models

4K 4 0
astorfi
speechpy

:speech_balloon: SpeechPy - A Library for Speech Processing and Recognition: http://speechpy.readthedocs.io/en/latest/

4K 884 105
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