preprocessing topic

List preprocessing repositories

voicesmith

210
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[WIP] VoiceSmith makes training text to speech models easy.

dropEst

84
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43
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Pipeline for initial analysis of droplet-based single-cell RNA-seq data

pyprep

127
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30
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A Python implementation of the Preprocessing Pipeline (PREP) for EEG data

PyTOUGH

91
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36
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A Python library for automating TOUGH2 simulations of subsurface fluid and heat flow

multi-imbalance

74
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10
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Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/

asr_preprocessing

68
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23
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Python implementation of pre-processing for End-to-End speech recognition

gaussianize

73
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25
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Transforms univariate data into normally distributed data

podium

61
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2
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Podium: a framework agnostic Python NLP library for data loading and preprocessing

dmriprep

63
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23
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dMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse dMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results.

FIDDLE

79
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16
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FlexIble Data-Driven pipeLinE – a preprocessing pipeline that transforms structured EHR data into feature vectors to be used with ML algorithms. https://doi.org/10.1093/jamia/ocaa139