preprocessing topic
voicesmith
[WIP] VoiceSmith makes training text to speech models easy.
dropEst
Pipeline for initial analysis of droplet-based single-cell RNA-seq data
pyprep
A Python implementation of the Preprocessing Pipeline (PREP) for EEG data
PyTOUGH
A Python library for automating TOUGH2 simulations of subsurface fluid and heat flow
multi-imbalance
Python package for tackling multi-class imbalance problems. http://www.cs.put.poznan.pl/mlango/publications/multiimbalance/
asr_preprocessing
Python implementation of pre-processing for End-to-End speech recognition
gaussianize
Transforms univariate data into normally distributed data
podium
Podium: a framework agnostic Python NLP library for data loading and preprocessing
dmriprep
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
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