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Top 14 data-preprocessing open source projects

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

✭ 2,751

python deep-learning tensorflow audio cnn lstm paper speech-recognition rnn evaluation end-to-end automatic-speech-recognition feature-vector data-preprocessing phonemes timit-dataset layer-normalization rnn-encoder-decoder chinese-speech-recognition

prosto

Prosto is a data processing toolkit radically changing how data is processed by heavily relying on functions and operations with functions - an alternative to map-reduce and join-groupby

✭ 54

python workflow data-science spark pandas map-reduce business-intelligence olap data-wrangling data-preprocessing feature-engineering data-processing data-preparation

SumStatsRehab

GWAS summary statistics files QC tool

✭ 19

python bioinformatics gwas data-preprocessing data-preparation summary-statistics data-prep gwas-pipeline bioinformatics-tool gwas-summary-statistics sumstats

klar-EDA

A python library for automated exploratory data analysis

✭ 15

python javascript CSS HTML image csv image-processing data-visualization data-preprocessing exploratory-analysis image-preprocessing image-visualization csv-data-preprocessing klar-eda csv-data-visualization image-data-preprocessing csv-preprocessing csv-visualization

sparklanes

A lightweight data processing framework for Apache Spark

✭ 17

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

candock

A time series signal analysis and classification framework

✭ 56

python deep-learning eeg classification data-preprocessing data-augmentation series-signal-analysis

xplore

A python package built for data scientist/analysts, AI/ML engineers for exploring features of a dataset in minimal number of lines of code for quick analysis before data wrangling and feature extraction.

✭ 21

python data-science machine-learning artificial-intelligence data-wrangling data-preprocessing

Stock-Trading-Using-Machine-Learning

A comprehensive approach for stock trading implemented using Neural Network and Reinforcement Learning separately.

✭ 20

python reinforcement-learning neural-network pca-analysis data-preprocessing

SMMT

Social Media Mining Toolkit (SMMT) main repository

✭ 116

python shell tweets annotation twitter-api data-acquisition spacy data-preprocessing gathering data-annotation

timit-preprocessor

Extract mfcc vectors and phones from TIMIT dataset