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The Top 23 Preprocessing Open Source Projects

Open source projects categorized as Preprocessing
Categories > Preprocessing
Tensorspace ⭐ 4,487
Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js
dependent packages 2total releases 13most recent commit 2 years agonpm tensorspace} Downloads
Unstructured ⭐ 4,404
Open source libraries and APIs to build custom preprocessing pipelines for labeling, training, or production machine learning pipelines.
dependent packages 65total releases 114most recent commit 3 months agopypi unstructured} Downloads
Machine_learning_basics ⭐ 3,754
Plain python implementations of basic machine learning algorithms
most recent commit a year ago
Igel ⭐ 3,037
a delightful machine learning tool that allows you to train, test, and use models without writing code
total releases 34most recent commit a year ago
Texthero ⭐ 2,773
Text preprocessing, representation and visualization from zero to hero.
dependent packages 6total releases 10most recent commit 8 months agopypi texthero} Downloads
Jionlp ⭐ 2,724
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
dependent packages 4total releases 26most recent commit 3 months agopypi jionlp} Downloads
Financial Knowledge Graphs ⭐ 2,370
小型金融知识图谱构建流程
most recent commit 6 months ago
Graphql Tag ⭐ 2,305
A JavaScript template literal tag that parses GraphQL queries
dependent packages 5,151total releases 65most recent commit 3 months agonpm graphql-tag} Downloads
Tacotron 2 ⭐ 2,167
DeepMind's Tacotron-2 Tensorflow implementation
most recent commit 9 months ago
Gat ⭐ 2,078
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
most recent commit 3 years ago
Torchio ⭐ 1,904
Medical imaging toolkit for deep learning
dependent packages 29total releases 245most recent commit 3 months agopypi torchio} Downloads
Fastp ⭐ 1,602
An ultra-fast all-in-one FASTQ preprocessor (QC/adapters/trimming/filtering/splitting/merging.
total releases 1most recent commit 6 months ago
Hyperopt Sklearn ⭐ 1,492
Hyper-parameter optimization for sklearn
dependent packages 1total releases 2most recent commit 4 months agopypi hpsklearn} Downloads
Mlbox ⭐ 1,403
MLBox is a powerful Automated Machine Learning python library.
total releases 21most recent commit a year ago
Contextualized Topic Models ⭐ 1,141
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.
dependent packages 4total releases 30most recent commit 3 months agopypi contextualized-topic-models} Downloads
Keras Preprocessing ⭐ 1,011
Utilities for working with image data, text data, and sequence data.
dependent packages 207total releases 12most recent commit 2 years agopypi Keras-Preprocessing} Downloads
Nvtabular ⭐ 979
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.
total releases 34most recent commit 6 months ago
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9most recent commit 3 months ago
Nnaudio ⭐ 882
Audio processing by using pytorch 1D convolution network
dependent packages 3total releases 39most recent commit 7 months agopypi nnAudio} Downloads
Nlp In Practice ⭐ 861
Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.
most recent commit 3 years ago
Pyhealth ⭐ 825
A Deep Learning Python Toolkit for Healthcare Applications.
total releases 15most recent commit 3 months ago
Mlens ⭐ 808
ML-Ensemble – high performance ensemble learning
dependent packages 1total releases 14most recent commit 5 months agopypi mlens} Downloads
R ⭐ 745
Collection of various algorithms implemented in R.
most recent commit 5 months ago
The 10 Most Depended On Preprocessing Open Source Projects
Graphql Tag ⭐ 2,305
A JavaScript template literal tag that parses GraphQL queries
dependent packages 5,151total releases 65latest release November 06, 2021most recent commit 3 months agonpm graphql-tag} Downloads
Postcss Each ⭐ 92
PostCSS plugin to iterate through values
dependent packages 316total releases 20latest release June 30, 2021most recent commit 3 years agonpm postcss-each} Downloads
Keras Preprocessing ⭐ 1,011
Utilities for working with image data, text data, and sequence data.
dependent packages 207total releases 12latest release May 14, 2020most recent commit 2 years agopypi Keras-Preprocessing} Downloads
Rollup Plugin Angular ⭐ 16
Angular2 template and styles inliner
dependent packages 206total releases 34latest release August 23, 2017most recent commit 7 years agonpm rollup-plugin-angular} Downloads
Recipes ⭐ 521
Pipeable steps for feature engineering and data preprocessing to prepare for modeling
dependent packages 73total releases 28latest release August 25, 2023most recent commit 4 months ago
Rank_bm25 ⭐ 613
A Collection of BM25 Algorithms in Python
dependent packages 52total releases 4latest release February 16, 2022most recent commit 9 months agopypi rank-bm25} Downloads
Jaconv ⭐ 254
Pure-Python Japanese character interconverter for Hiragana, Katakana, Hankaku, and Zenkaku
dependent packages 51total releases 11latest release February 17, 2023most recent commit a year agopypi jaconv} Downloads
Jdists ⭐ 317
A feature rich code block preprocessing tool.
dependent packages 45total releases 108latest release August 18, 2018most recent commit 6 years agonpm jdists} Downloads
Torchio ⭐ 1,904
Medical imaging toolkit for deep learning
dependent packages 29total releases 245latest release November 24, 2023most recent commit 3 months agopypi torchio} Downloads
The 10 Latest Releases In Preprocessing Open Source Projects
Smriprep ⭐ 111
Structural MRI PREProcessing (sMRIPrep) workflows for NIPreps (NeuroImaging PREProcessing tools)
dependent packages 4total releases 64latest release December 08, 2023most recent commit 4 months agopypi smriprep} Downloads
Autots ⭐ 935
Automated Time Series Forecasting
total releases 9latest release November 28, 2023most recent commit 3 months ago
Courlan ⭐ 55
Clean, filter and sample URLs to optimize data collection – includes spam, content type and language filters
dependent packages 5total releases 25latest release November 28, 2023most recent commit 3 months agopypi courlan} Downloads
Laravel Markdown Extra ⭐ 5
Extra Markdown View Engine for Laravel 4 View system.
latest release November 24, 2023most recent commit 9 years ago
Torchio ⭐ 1,904
Medical imaging toolkit for deep learning
dependent packages 29total releases 245latest release November 24, 2023most recent commit 3 months agopypi torchio} Downloads
Seqtools ⭐ 45
A python library to manipulate and transform indexable data (lists, arrays, ...)
total releases 16latest release November 23, 2023most recent commit 5 months ago
Autoreject ⭐ 132
Automated rejection and repair of bad trials/sensors in M/EEG
dependent packages 8total releases 10latest release November 14, 2023most recent commit 3 months agopypi autoreject} Downloads
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