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Top 9 data-preparation open source projects

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

Market-Mix-Modeling

Market Mix Modelling for an eCommerce firm to estimate the impact of various marketing levers on sales

✭ 31

r linear-regression eda data-visualization feature-selection elasticity feature-engineering predictive-modeling data-preparation factor-analysis market-mix-model marketing-levers ecommerce-firm

foofah

Foofah: programming-by-example data transformation program synthesizer

✭ 24

CSS python C++javascript HTML shell data-transformation data-wrangling data-preparation data-cleaning combinatorial-search programming-by-example inductive-program-synthesis heursitic

MoNuSAC

This repository contains my implementations of the algorithms which MoNuSAC participants could use for data preparation to train their models at ISBI 2020.

✭ 44

Jupyter Notebook data-preparation monusac-challenge

bumblebee

🚕 A spreadsheet-like data preparation web app that works over Optimus (Pandas, Dask, cuDF, Dask-cuDF, Spark and Vaex)

✭ 120

Vue javascript typescript CSS SCSS python gui gpu datasets dask optimus data-preparation data-cleaning data-profiling bumblebee prepare-data cudf dask-cudf

reskit

A library for creating and curating reproducible pipelines for scientific and industrial machine learning

✭ 27

Jupyter Notebook python pipeline reproducible-research scikit-learn grid-search data-preparation reproducible-experiments prepare-data

machine-learning-data-pipeline

Pipeline module for parallel real-time data processing for machine learning models development and production purposes.

✭ 22

data-science machine-learning natural-language-processing deep-learning algorithms parallel data-preprocessing data-processing computing data-preparation data-pipeline

optimus

🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

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