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60 search results found

Great_expectations ⭐ 9,179

Always know what to expect from your data.

Pandera ⭐ 2,807

A light-weight, flexible, and expressive statistical data testing library

Pandas Videos ⭐ 1,808

Jupyter notebook and datasets from the pandas Q&A video series

Dataprep ⭐ 1,807

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

General Assembly's 2015 Data Science course in Washington, DC

Educhat ⭐ 467

An open-source educational chat model from ICALK, East China Normal University. 开源中英教育对话大模型。(通用基座模型，GPU部署，数据清理) 致敬: LLaMA, MOSS, BELLE, Ziya, vLLM

Easy to use Python library of customized functions for cleaning and analyzing data.

Objectiv Analytics ⭐ 408

Powerful product analytics for data teams, with full control over data & models.

Encord Active ⭐ 385

The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.

Voicebook ⭐ 325

🗣️ A book and repo to get you started programming voice computing applications in Python (10 chapters and 200+ scripts).

Nonechucks ⭐ 315

Deal with bad samples in your dataset dynamically, use Transforms as Filters, and more!

Hypergbm ⭐ 306

A full pipeline AutoML tool for tabular data

Feature Engineering Tutorials ⭐ 217

Data Science Feature Engineering and Selection Tutorials

🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.

Bumblebee ⭐ 124

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

Mzutils ⭐ 109

Holoclean Legacy Deprecated ⭐ 74

A Machine Learning System for Data Enrichment.

Covid_19_jhu_data_web_scrap_and_cleaning ⭐ 61

This repository contains data and code used to get and clean data from https://github.com/CSSEGISandData/COVID-19 and https://www.worldometers.info/coronavirus/

Opendataval ⭐ 60

OpenDataVal: a Unified Benchmark for Data Valuation in Python (NeurIPS 2023)

pyDVL is a library of stable implementations of algorithms for data valuation and influence function computation

Numer.ai ⭐ 49

a Map-Matching-based Python Toolbox for Vehicle Trajectory Reconstruction

Sliceguard ⭐ 43

A library for detecting problematic data segments in structured and unstructured data with few lines of code.

Bunkatopics ⭐ 43

🗺️ Data Cleaning and Textual Data Visualization 🗺️

Nepali Translator ⭐ 42

Neural Machine Translation on the Nepali-English language pair

Amora Data Build Tool ⭐ 37

Amora Data Build Tool enables analysts and engineers to transform data on the data warehouse (BigQuery) by writing Amora Models that describe the data schema using Python's "PEP484 - Type Hints" and select statements with SQLAlchemy. Amora is able to transform Python code into SQL data transformation jobs that run inside the warehouse.

Opuscleaner ⭐ 32

OpusCleaner is a web interface that helps you select, clean and schedule your data for training machine translation models.

Pgdedupe ⭐ 32

A simple command line interface to the datamade/dedupe library.

A Benchmark for Joint Data Cleaning and Machine Learning

Redditcleaner ⭐ 31

Cleans Reddit Text Data 📜 🧹

Utilities for data cleaning and ETL processing

Data Purifier ⭐ 26

A Python library for Automated Exploratory Data Analysis, Automated Data Cleaning, and Automated Data Preprocessing For Machine Learning and Natural Language Processing Applications in Python.

Benchmark_bilevel ⭐ 25

Benchmark for bi-level optimization solvers

Covid 19 India Data ⭐ 25

data and code for scrapping and cleaning data on covid-19 in India from https://www.mohfw.gov.in/ and https://www.covid19india.org/

Boltzmannclean ⭐ 21

Fill missing values in Pandas DataFrames using Restricted Boltzmann Machines

Cleantext ⭐ 19

An open-source package for python to clean raw text data

Learn2clean ⭐ 18

Learn2Clean: Optimizing the Sequence of Tasks for Data Preparation and Cleaning

Image Quality Issues ⭐ 17

FiftyOne Plugin for finding common image quality issues

Cleanlab Studio ⭐ 16

Client interface for all things Cleanlab Studio

Dockingml ⭐ 14

A package for MD, Docking and Machine learning drug discovery pipeline

Marshmallow Pyspark ⭐ 12

Marshmallow serializer integration with pyspark

Animefaceranker ⭐ 11

Anime Face Quality Check

Mercury Dataschema ⭐ 11

Utility package that, given a Pandas DataFrame, it uses the DataSchema class which auto-infers feature types and automatically calculates different statistics depending on the types.

Ipydataclean ⭐ 10

Interactive cleaning for Pandas DataFrames

Datasetops ⭐ 10

Fluent dataset operations, compatible with your favorite libraries

Datawrangler ⭐ 10

Make quick and dirty data mining easier in Sublime Text

Ontology Mapper ⭐ 10

Tool for mapping (uncontrolled) terms to ontology terms

Tongdaxin Futures Data Clearing Database Operation ⭐ 10

对通达信数据进行去重和清洗处理，并将数据存入MongoDB，方便往后研究

Scribe Data ⭐ 9

Wikidata and Wikipedia data extraction for Scribe applications

Udacity Bertelsmann Data Science Challenge Scholarship 2018 ⭐ 9

This is a repo for my Bertelsmann Data Science Scholarship Challenge: notes, exercises, quizzes.

Collects a multimodal dataset of Wikipedia articles and their images

Scikit Clean ⭐ 9

A collection of algorithms for detecting and handling label noise

Hackathon_motorica_2022 ⭐ 8

3 этапа хакатона, совместно проведенного Motorica и Skillfactory (numpy, tensorflow)

Openstreetmap ⭐ 8

Data wrangle of Open Street Map data. This is location agnostic.

新浪微博模拟登陆（Micro-blog Sina simulated landing）和数据清洗主包括断句、标点清洗、停用词清洗（Data cleaning

Resume Parser ⭐ 8

It'll parse the Standard Format PDF resume using xpdf converter and python script

Python Agent ⭐ 8

数据结构化分析框架

Data Cleaning Steps To Clean Data ⭐ 8

Bangalore House Prediction App ⭐ 7

Predicts home prices of Bangalore. Used Flutter, Flask and Jupyter Notebook.

Kaggle Courses - All Exercises of the respective courses.

Global Stock Price Archive ⭐ 7

A comprehensive dataset that provides a historical record of stock prices from a wide range of stock markets across the globe. This dataset is a valuable resource for researchers, investors, and analysts seeking to analyze trends, perform financial research, or develop trading strategies.

Allstate Claims Severity ⭐ 7

Udacity Machine Learning Engineer Nanodegree capstone proposal.

Data Cleaning ⭐ 6

Data Cleaning with Python

Clean Data Tips Tricks And Techniques ⭐ 6

Clean Data: Tips, Tricks, and Techniques [video], published by Packt

Image Deduplication Plugin ⭐ 6

Remove exact and approximate duplicates from your dataset in FiftyOne!

Sars 2003 Outbreak Data Webscraping Code ⭐ 6

repository contains complete WHO data of 2003 outbreak with code used to web scrap, data mung and cleaning

PyPandas, a data cleaning framework for Spark

A data cleaning module inspired by アライさん～

A Holistic Platform for Automating Data Preparation

Digivaalit 2015 ⭐ 5

More info: https://www.hiit.fi/digivaalit-2015

Test Driven Data Cleaning ⭐ 5

Scaffolds out methods and tests for collaborative data cleaning.

A Z Machine Learning ⭐ 5

This repository contains the code related to machine learning knowledge. Each code has been provided from start to end with systematical vew of each concept that you will need in your journey of learning ML.

Openclean Core ⭐ 5

Data Cleaning and Data Profiling Library for Python

Ipl Analysis ⭐ 5

The aim of the project is to analyze the previous year's IPL data to get some interesting insights.

Metro Traffic Data Analysis ⭐ 5

Data cleaning, analysis and visualization of Paris metro traffic (Python, Pandas, Matplotlib, iPyLeaflet, Kepler.gl).

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