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preprocessing

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Here are 2,159 public repositories matching this topic...

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All 2,159 Jupyter Notebook 996 Python 673 HTML 67 R 58 MATLAB 43 C++ 37 Java 35 JavaScript 17 Rust 17 C 16
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Unstructured-IO / unstructured

Star 15.7k

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.

nlp pdf machine-learning natural-language-processing information-retrieval ocr deep-learning ml docx preprocessing pdf-to-text data-pipelines donut document-image-processing document-parser pdf-to-json document-image-analysis llm document-parsing langchain
  • Updated Nov 6, 2026
  • HTML

dongrixinyu / JioNLP

Star 3.9k

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

python nlp natural-language-processing ai chinese apache2 preprocessing time-parsing time-parse llm
  • Updated Nov 7, 2026
  • Python
igel

nidhaloff / igel

Sponsor
Star 3.1k

a delightful machine learning tool that allows you to train, test, and use models without writing code

data-science machine-learning automation neural-network scikit-learn sklearn machine-learning-algorithms artificial-intelligence neural-networks data-analysis machine-learning-library machinelearning preprocessing hacktoberfest automl scikitlearn-machine-learning automl-experiments hacktoberfest2021
  • Updated Dec 7, 2025
  • Python

OpenGene / fastp

Star 2.5k

An ultra-fast all-in-one FASTQ preprocessor (QC/adapters/trimming/filtering/splitting/merging...)

adapter quality bioinformatics quality-control filter ngs sequencing overlap splitting duplication umi trimming preprocessing filtering illumina fastq merging qc polyg
  • Updated Oct 7, 2026
  • C++
PyHealth

sunlabuiuc / PyHealth

Star 1.7k

A deep learning toolkit for healthcare AI: EHR (MIMIC, eICU, OMOP), clinical text, signals and imaging. 30+ models, reproducible pipelines.

python benchmark machine-learning data-mining deep-learning pytorch healthcare ehr preprocessing mimic-iii electronic-health-record clinical-research clinical-data clinical-nlp medical-ai healthcare-ai mimic-iv llm electronic-medical-record medical-code
  • Updated Nov 12, 2026
  • Python
MLBox

AxeldeRomblay / MLBox

Star 1.5k

MLBox is a powerful Automated Machine Learning python library.

encoding data-science machine-learning deep-learning pipeline optimization keras regression prediction distributed kaggle xgboost classification lightgbm preprocessing drift automl stacking automated-machine-learning auto-ml
  • Updated Aug 6, 2023
  • Python
AutoTS

winedarksea / AutoTS

Star 1.4k

Automated Time Series Forecasting

machine-learning deep-learning time-series forecasting preprocessing feature-engineering automl autots
  • Updated Nov 9, 2026
  • Python

TheAlgorithms / R

Star 1.2k

Collection of various algorithms implemented in R.

learning education machine-learning data-mining algorithm r practice algorithms clustering regression classification r-language preprocessing hacktoberfest r-programming datamanipulation
  • Updated Jun 12, 2026
  • R

NVIDIA-Merlin / NVTabular

Star 1.2k

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.

machine-learning deep-learning gpu feature-selection nvidia recommendation-system recommender-system preprocessing feature-engineering
  • Updated May 22, 2026
  • Python
nnAudio

KinWaiCheuk / nnAudio

Star 1.1k

Audio processing by using pytorch 1D convolution network

neural-network pytorch spectrogram stft preprocessing audio-processing melspectrogram cqt-spectrogram 1d-convolution spectrogram-conversion-toolbox
  • Updated May 21, 2026
  • Python

MinishLab / semhash

Sponsor
Star 979

Fast Multimodal Semantic Deduplication & Filtering

datasets preprocessing deduplication vicinity image-dataset-cleaning semantic-deduplication model2vec text-dataset-cleaning
  • Updated Nov 11, 2026
  • Python

pytorch / torcharrow

Star 641

High performance model preprocessing library on PyTorch

python pytorch preprocessing
  • Updated Mar 29, 2024
  • Python

qd-cae / awesome-CAE

Star 512

A curated list of awesome CAE frameworks, libraries and software.

collection tools libraries scripting abaqus fem cfd preprocessing cae ls-dyna
  • Updated Aug 15, 2024
contextualSpellCheck

R1j1t / contextualSpellCheck

Sponsor
Star 419

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

python nlp natural-language-processing spellcheck chatbot spacy help-wanted preprocessing spelling-correction bert spellchecker spacy-extension python-spelling-corrector oov spelling-corrections
  • Updated Oct 30, 2026
  • Python

msamogh / nonechucks

Star 377

Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!

machine-learning torch pytorch data-preprocessing preprocessing data-processing data-cleaning data-pipeline
  • Updated Sep 22, 2022
  • Python

Razor12911 / xtool

Star 368

Just some tool repackers like to use...

compression encryption archiving preprocessing repacking precompression
  • Updated Sep 18, 2023
  • Pascal

MaxHalford / xam

Sponsor
Star 366

🎯 Personal data science and machine learning toolbox

python data-science machine-learning preprocessing stacking
  • Updated Feb 4, 2020
  • Python

DataCanvasIO / HyperGBM

Star 362

A full pipeline AutoML tool for tabular data

sklearn tabular-data xgboost semi-supervised-learning gpu-acceleration gbm lightgbm ensemble-learning dask preprocessing automl distributed-training datacleaning catboost pseudo-labeling dask-distributed rapidsai fullpipeline adversarial-validation
  • Updated Apr 20, 2026
  • Python

ikegami-yukino / jaconv

Sponsor
Star 352

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

transliteration japanese-language text-processing pure-python preprocessing character-converter japanese-kana julius
  • Updated Jul 20, 2026
  • Python

OpenTabular / DeepTab

Star 334

DeepTab is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.

node regression classification rnn resnet deeplearning preprocessing ssm mamba saint state-space-models ple distributional-regression tabtransformer ft-transformer tabular-deep-learning tabm
  • Updated Nov 2, 2026
  • Python

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