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Preprocessing Python Packages

Python packages with the GitHub topic preprocessing. Sorted by relevance, with stars and monthly downloads.
Unstructured-IO
unstructured

Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.

5.4M 15K 1K
ikegami-yukino
jaconv

Pure-Python Japanese character interconverter for Hiragana, Katakana, Hankaku, and Zenkaku

3.1M 347 33
KinWaiCheuk
nnaudio

Audio processing by using pytorch 1D convolution network

259K 1K 97
MinishLab
semhash

Fast Multimodal Semantic Deduplication & Filtering

73K 924 56
sappelhoff
pyprep

PyPREP: A Python implementation of the Preprocessing Pipeline (PREP) for EEG data

65K 174 36
ikegami-yukino
neologdn

Japanese text normalizer for mecab-neologd

42K 288 21
autoreject
autoreject

Automated rejection and repair of bad trials/sensors in M/EEG

28K 157 60
sunlabuiuc
pyhealth

A Deep Learning Python Toolkit for Healthcare Applications.

25K 2K 773
erdogant
df2onehot

Convert a unstructured array into a stuctured dataframe.

24K 3 2
sutariyaraj
indic-num2words

Python library for converting numbers to words for all Indian Languages.

24K 36 14
winedarksea
autots

Automated Time Series Forecasting

24K 1K 123
R1j1t
contextualspellcheck

✔️Contextual word checker for better suggestions (not actively maintained)

23K 419 65
doubleBite
nums-from-string

Extract numbers from a string

14K 2 0
sccn
eegprep

EEGPrep is an automated preprocessing tool for human EEG data built on a benchmarked EEGLAB pipeline

9K 23 5
NVIDIA-Merlin
nvtabular

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

8K 1K 149
calvinmccarter
kditransform

Kernel density integral transformation: feature preprocessing and univariate clustering (TMLR, 2023)

6K 9 0
dongrixinyu
jionlp

中文 NLP 预处理、解析工具包,准确、高效、易用 A Chinese NLP Preprocessing & Parsing Package www.jionlp.com

6K 4K 443
fkie-cad
logprep

log data pre processing, generation and shipping in python

5K 36 10
allenai
smashed

SMASHED is a toolkit designed to apply transformations to samples in datasets, such as fields extraction, tokenization, prompting, batching, and more. Supports datasets from Huggingface, torchdata iterables, or simple lists of dictionaries.

5K 35 6
scottroberts140
dsr-feature-eng-ml

Machine learning model evaluation and feature engineering framework with hyperparameter tuning, data balancing, and feature importance analysis.

4K 1 0
EttoreRocchi
maldiamrkit

Comprehensive toolkit for MALDI-TOF mass spectrometry data preprocessing for antimicrobial resistance (AMR) prediction purposes

3K 3 1
jbusecke
xmip

Analysis ready CMIP6 data in python the easy way with pangeo tools.

3K 204 43
nlgranger
seqtools

A library for transparent transformation of indexable containers (lists, etc.)

3K 47 4
dfd
sktutor

sktutor helps your machines learn

3K 2 1
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