Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

✭ 107

python mri registration preprocessing enhancement brain fsl ants skull-stripping brain-segmentation bias-field-correction

dropEst

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

✭ 71

C++r CMake pipeline scrna-seq preprocessing single-cell-rna-seq

pywedge

Makes Interactive Chart Widget, Cleans raw data, Runs baseline models, Interactive hyperparameter tuning & tracking

✭ 49

Jupyter Notebook python charts regression interactive-charts classification baseline preprocessing dataframe baseline-model mlflow tracking-hyperparameters

skippa

SciKIt-learn Pipeline in PAndas

✭ 33

python Makefile data-science machine-learning pipeline pandas-dataframe scikit-learn sklearn pandas preprocessing

tweets-preprocessor

Repo containing the Twitter preprocessor module, developed by the AUTH OSWinds team

✭ 26

python twitter spacy nltk preprocessing spacy-nlp

text-normalizer

Normalize text string

✭ 12

python Makefile natural-language-processing pypi preprocessing

veridical-flow

Making it easier to build stable, trustworthy data-science pipelines.

✭ 28

Jupyter Notebook python workflow data-science machine-learning tutorial statistics ai ml pandas preprocessing stability ensembling

Preprocessing-Method-for-STEMI-Detection

Official source code of "Preprocessing Method for Performance Enhancement in CNN-based STEMI Detection from 12-lead ECG"

✭ 12

python voting cnn improvement ecg lead preprocessing enhancement convolutional-neural-network electrocardiogram qrs-complex highpass-filter notch-filter stemi-detection

oxygenjs

This a JavaScript Library for the Numerical Javascript and Machine Learning

✭ 13

javascript machine-learning algebra machine matrix machine-learning-algorithms maths numerical-methods preprocessing

TextDatasetCleaner

🔬 Очистка датасетов от мусора (нормализация, препроцессинг)

✭ 27

python Dockerfile shell nlp machine-learning natural-language-processing text-mining linguistics text-processing preprocessing text-analytics hacktoberfest normalization hactoberfest2021

sparklanes

A lightweight data processing framework for Apache Spark

✭ 17

python Jupyter Notebook data-science spark pipeline etl pyspark data-preprocessing preprocessing data-processing

MLLabelUtils.jl

Utility package for working with classification targets and label-encodings

✭ 30

julia machine-learning classification preprocessing

contextualSpellCheck

✔️Contextual word checker for better suggestions

✭ 274

python nlp natural-language-processing spellcheck chatbot spacy help-wanted preprocessing spelling-correction bert spellchecker spacy-extension python-spelling-corrector oov spelling-corrections

cmip6 preprocessing

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

✭ 126

Jupyter Notebook python preprocessing cmip6 climate-models climate-analysis pangeo analysis-ready-data xgcm cmip6-data

SeqTools

A python library to manipulate and transform indexable data (lists, arrays, ...)

✭ 42

python c TeX machine-learning library pipeline mapping preprocessing lazy-evaluation on-the-fly delayedcall

chariot

Deliver the ready-to-train data to your NLP model.

✭ 123

Jupyter Notebook python natural-language-processing tensorflow keras preprocessing

Start maja

To process a Sentinel-2 time series with MAJA cloud detection and atmospheric correction processor

✭ 47

python Dockerfile time-series raster remote-sensing satellite-imagery preprocessing earth-observation sentinel-2 cloud-detection landsat-8 atmospheric-correction

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.

✭ 55

python TeX Dockerfile preprocessing bids diffusion-mri magnetic-resonance-imaging bids-apps

prospectr

R package: Misc. Functions for Processing and Sample Selection of Spectroscopic Data

✭ 26

r C++derivatives signal sampling r-package preprocessing spectroscopy infrared chemometrics nir resample pedometrics soil-spectroscopy near-infrared

arraymancer-vision

Simple library for image loading, preprocessing and visualization for working with arraymancer.

✭ 28

nim vim image preprocessing arraymancer

multi-imbalance

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

✭ 66

python machine-learning decomposition balancing resampling preprocessing decision-trees class-imbalance ensembles python-package smote oversampling bagging undersampling multi-class-imbalance

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.

✭ 797

python Jupyter Notebook C++shell machine-learning deep-learning gpu feature-selection nvidia recommendation-system recommender-system preprocessing feature-engineering

preprocessy

Python package for Customizable Data Preprocessing Pipelines

✭ 34

Jupyter Notebook python data-science machine-learning pipelines data-engineering preprocessing under-construction hacktoberfest data-preprocessing-pipelines hacktoberfest2022

Machine Learning

A repository of resources for understanding the concepts of machine learning/deep learning.

remote-dataloader

PyTorch DataLoader processed in multiple remote computation machines for heavy data processings

✭ 61

python distributed-systems pytorch preprocessing data-loader multinode

3D Ground Segmentation

A ground segmentation algorithm for 3D point clouds based on the work described in “Fast segmentation of 3D point clouds: a paradigm on LIDAR data for Autonomous Vehicle Applications”, D. Zermas, I. Izzat and N. Papanikolopoulos, 2017. Distinguish between road and non-road points. Road surface extraction. Plane fit ground filter

✭ 55

C++CMake extraction point-cloud lidar preprocessing lastools ground ground-segmentation road-surface non-ground

AutoTS

Automated Time Series Forecasting

✭ 665

python machine-learning deep-learning time-series forecasting preprocessing feature-engineering automl autots

torcharrow

High performance model preprocessing library on PyTorch

✭ 566

python C++Jupyter Notebook shell CMake pytorch preprocessing

1-34 of 34 preprocessing projects