preprocessing

There are 0 repository under preprocessing topic.

igel
nidhaloff / igel
a delightful machine learning tool that allows you to train, test, and use models without writing code
artificial-intelligence automation automl automl-experiments data-analysis data-science hacktoberfest hacktoberfest2021 machine-learning machine-learning-algorithms machine-learning-library machinelearning neural-network neural-networks preprocessing scikit-learn scikitlearn-machine-learning sklearn
Language:Python 2984
MLBox
AxeldeRomblay / MLBox
MLBox is a powerful Automated Machine Learning python library.
machine-learning auto-ml kaggle deep-learning stacking pipeline optimization preprocessing encoding prediction distributed xgboost drift classification regression lightgbm keras automated-machine-learning automl data-science
Language:Python 1330
OpenGene / fastp
An ultra-fast all-in-one FASTQ preprocessor (QC/adapters/trimming/filtering/splitting/merging...)
fastq qc preprocessing filtering adapter overlap quality trimming splitting quality-control filter ngs bioinformatics umi sequencing illumina polyg duplication merging
Language:C++ 1277
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
apache2 chinese natural-language-processing ner nlp nlp-parse preprocessing python time-parse time-parsing
Language:Python 1262
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.
deep-learning feature-engineering feature-selection gpu machine-learning nvidia preprocessing recommendation-system recommender-system
Language:Python 719
nnAudio
KinWaiCheuk / nnAudio
Audio processing by using pytorch 1D convolution network
spectrogram-conversion-toolbox pytorch audio-processing preprocessing stft melspectrogram spectrogram cqt-spectrogram neural-network 1d-convolution
Language:Python 691
TheAlgorithms / R
Collection of various algorithms implemented in R.
algorithm algorithms classification clustering data-mining datamanipulation education learning machine-learning practice preprocessing r r-language r-programming regression
Language:R 569
AutoTS
winedarksea / AutoTS
Automated Time Series Forecasting
automl autots deep-learning feature-engineering forecasting machine-learning preprocessing time-series
Language:Python 521
zzachw / PyHealth
A Python Library for Health Predictive Models
clinical-data clinical-research data-mining deep-learning healthcare medical preprocessing python
Language:Python 498
pytorch / torcharrow
A machine learning preprocessing library over batch data, providing performant and Pandas-style easy-to-use API for model development
dataframe deep-learning feature-engineering preprocessing python
Language:Python 403
msamogh / nonechucks
Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!
pytorch data-processing data-preprocessing data-pipeline data-cleaning preprocessing machine-learning torch
Language:Python 350
MaxHalford / xam
:dart: Personal data science and machine learning toolbox
python machine-learning data-science preprocessing stacking
Language:Python 344
contextualSpellCheck
R1j1t / contextualSpellCheck
✔️Contextual word checker for better suggestions
bert chatbot help-wanted natural-language-processing nlp oov preprocessing python python-spelling-corrector spacy spacy-extension spellcheck spellchecker spelling-correction spelling-corrections
Language:Python 270
cylondata / cylon
Cylon is a fast, scalable, distributed memory, parallel runtime with a Pandas like DataFrame.
data join shuffle dataframe dataframes-api mpi deep-learning preprocessing
Language:C++ 238
ikegami-yukino / neologdn
Japanese text normalizer for mecab-neologd
preprocessing nlp japanese-language mecab-ipadic-neologd text-normalization
Language:Python 238
advaitsave / Introduction-to-Time-Series-forecasting-Python
Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.
time-series forecasting python arima sarima arma prophet-model series-forecasting-python series-preprocessing forecast-evaluation time-series-forecasting preprocessing stationarity dickey-fuller seasonality
Language:Jupyter Notebook 232
nlpcl-lab / ace2005-preprocessing
ACE 2005 corpus preprocessing for Event Extraction task
ace2005 preprocessing event-extraction parsed-data
Language:Python 228
ikegami-yukino / jaconv
Pure-Python Japanese character interconverter for Hiragana, Katakana, Hankaku, and Zenkaku
japanese-language preprocessing text-processing japanese-kana pure-python character-converter julius transliteration
Language:Python 223
qd-cae / awesome-CAE
A curated list of awesome CAE frameworks, libraries and software.
cae abaqus ls-dyna libraries collection preprocessing scripting tools fem cfd
218
DataCanvasIO / HyperGBM
A full pipeline AutoML tool for tabular data
automl gbm fullpipeline xgboost lightgbm catboost pseudo-labeling adversarial-validation semi-supervised-learning datacleaning preprocessing ensemble-learning tabular-data distributed-training dask gpu-acceleration
Language:Python 206
Deffro / text-preprocessing-techniques
16 Text Preprocessing Techniques in Python for Twitter Sentiment Analysis.
python sentiment-analysis twitter preprocessing data-science
Language:Python 195
google / tensorflow-recorder
TFRecorder makes it easy to create TensorFlow records (TFRecords) from Pandas DataFrames and CSVs files containing images or structured data.
tensorflow-recorder tfrecords tensorflow preprocessing image-processing apache-beam
Language:Python 163
ropensci / MODIStsp
An "R" package for automatic download and preprocessing of MODIS Land Products Time Series
modis gdal r preprocessing time-series remote-sensing satellite-imagery modis-data modis-land-products peer-reviewed r-package rstats
Language:R 137
chakki-works / chariot
Deliver the ready-to-train data to your NLP model.
natural-language-processing python preprocessing tensorflow keras
Language:Jupyter Notebook 123
cmip6_preprocessing
jbusecke / cmip6_preprocessing
Analysis ready CMIP6 data in python the easy way with pangeo tools.
xgcm cmip6 climate-analysis climate-models analysis-ready-data preprocessing cmip6-data pangeo
Language:Jupyter Notebook 119
githubharald / DeslantImg
The deslanting algorithm sets text upright in images. Python, C++ and OpenCL implementations provided.
c-plus-plus gpu handwriting-recognition image-processing ocr opencl opencv preprocessing python
Language:C++ 117
mlr3pipelines
mlr-org / mlr3pipelines
Dataflow Programming for Machine Learning in R
mlr3 machine-learning pipelines preprocessing bagging stacking ensemble-learning r dataflow-programming r-package data-science
Language:R 117
quqixun / BrainPrep
Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.
brain mri preprocessing fsl registration skull-stripping brain-segmentation ants enhancement bias-field-correction
Language:Python 117
autoreject / autoreject
Automated rejection and repair of bad trials/sensors in M/EEG
electroencephalography preprocessing cross-validation mne-python magnetoencephalography meg
Language:Python 115
lozuwa / impy
Impy is a Python3 library with features that help you in your computer vision tasks.
machine-learning dataset preprocessing raw-data tidy-data statistics exploratory-data-analysis
Language:Python 115
KananVyas / BoxDetection
A Box detection algorithm for any image containing boxes.
opencv-python numpy image-processing object-recognition ocr-recognition preprocessing
Language:Jupyter Notebook 114
madyankin / postcss-each
PostCSS plugin to iterate through values
postcss iteration css preprocessing
Language:JavaScript 95
jaeho3690 / LIDC-IDRI-Preprocessing
This is the preprocessing step of the LIDC-IDRI dataset
lidc-dataset preprocessing lung lidc-preprocessing npy lidc-idri
Language:Jupyter Notebook 79
sappelhoff / pyprep
A Python implementation of the Preprocessing Pipeline (PREP) for EEG data
eeg preprocessing python neuroscience neuroimaging artifact data mne electroencephalogaphy
Language:Python 72
kharchenkolab / dropEst
Pipeline for initial analysis of droplet-based single-cell RNA-seq data
pipeline scrna-seq single-cell-rna-seq preprocessing
Language:C++ 71
acroucher / PyTOUGH
A Python library for automating TOUGH2 simulations of subsurface fluid and heat flow
python tough2 preprocessing postprocessing io
Language:Python 67

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