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Data Science

Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations.

https://github.com/tommyod/Efficient-Apriori

An efficient Python implementation of the Apriori algorithm.

apriori-algorithm association-rules data-mining data-science machinelearning

Last synced: 30 Oct 2024

https://github.com/greenelab/scihub

Source code and data analyses for the Sci-Hub Coverage Study

crossref data-science doi journals libgen open-data sci-hub scimag scopus

Last synced: 25 Dec 2024

https://github.com/data-describe/data-describe

data⎰describe: Pythonic EDA Accelerator for Data Science

analysis data-science eda exploratory-data-analysis pypi

Last synced: 07 Nov 2024

https://github.com/petrobras/3w

Promotes development of ML algorithms for early detection and classification of undesirable events in offshore oil wells.

anomaly-detection data-science machine-learning multivariate-time-series-analysis oil-well-monitoring

Last synced: 23 Dec 2024

https://github.com/drivendataorg/deon

A command line tool to easily add an ethics checklist to your data science projects.

data-ethics data-science ethics machine-learning

Last synced: 21 Dec 2024

https://github.com/Dyakonov/PZAD

Курс "Прикладные задачи анализа данных" (ВМК, МГУ имени М.В. Ломоносова)

data-mining data-science data-visualization education lectures machine-learning ml russian slides

Last synced: 27 Nov 2024

https://github.com/yamafaktory/hypergraph

Hypergraph is data structure library to create a directed hypergraph in which a hyperedge can join any number of vertices.

data data-science data-structure data-structures hypergraph hypergraphs rust rust-lang rustlang

Last synced: 27 Dec 2024

https://github.com/ibotta/sk-dist

Distributed scikit-learn meta-estimators in PySpark

data-science machine-learning ml scikit-learn spark

Last synced: 21 Dec 2024

https://github.com/Ibotta/sk-dist

Distributed scikit-learn meta-estimators in PySpark

data-science machine-learning ml scikit-learn spark

Last synced: 25 Nov 2024

https://github.com/microsoft/NimbusML

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

data-science machine-learning ml mlnet nimbusml python scikit-learn

Last synced: 09 Nov 2024

https://github.com/microsoft/nimbusml

Python machine learning package providing simple interoperability between ML.NET and scikit-learn components.

data-science machine-learning ml mlnet nimbusml python scikit-learn

Last synced: 30 Sep 2024

https://github.com/merantix-momentum/squirrel-core

A Python library that enables ML teams to share, load, and transform data in a collaborative, flexible, and efficient way :chestnut:

ai cloud-computing collaboration computer-vision cv data-ingestion data-mesh data-science dataops datasets deep-learning distributed internal machine-learning ml natural-language-processing nlp python pytorch tensorflow

Last synced: 02 Nov 2024

https://github.com/glm-tools/pyglmnet

Python implementation of elastic-net regularized generalized linear models

data-science elastic-net glm lasso machine-learning python

Last synced: 12 Nov 2024

https://github.com/Giorgi/DuckDB.NET

Bindings and ADO.NET Provider for DuckDB

ado-net data-science duckdb duckdb-database hacktoberfest hacktoberfest2023

Last synced: 28 Oct 2024

https://github.com/Mybridge/python-articles

Monthly Series - Top 10 Python Articles

data-science data-visualization django flask python python3

Last synced: 28 Oct 2024

https://github.com/mybridge/python-articles

Monthly Series - Top 10 Python Articles

data-science data-visualization django flask python python3

Last synced: 27 Dec 2024

https://github.com/jupyter-naas/naas

Low-code Python library to safely use notebooks in production: schedule workflows, generate assets, trigger webhooks, send notifications, build pipelines, manage secrets (Cloud-only)

ai binder data data-science data-transformation engine etl integration jupyter jupyterlab notebooks open-source pipeline

Last synced: 04 Nov 2024

https://github.com/senseyeio/roger

Golang RServe client. Use R from Go

data-science go r rserve scientific-computing

Last synced: 13 Nov 2024

https://github.com/rasgointelligence/RasgoQL

Write python locally, execute SQL in your data warehouse

data-analysis data-science pandas python sql

Last synced: 27 Nov 2024

https://github.com/vopani/datatableton

100 exercises to learn Python Datatable

data-science datatable pydatatable python tutorial-exercises

Last synced: 18 Nov 2024

https://github.com/svenkreiss/pysparkling

A pure Python implementation of Apache Spark's RDD and DStream interfaces.

apache-spark data-processing data-science python

Last synced: 27 Dec 2024

https://github.com/wizardforcel/data-science-notebook

:book: 每一个伟大的思想和行动都有一个微不足道的开始

data-analysis data-science machine-learning notebook numpy pandas sklearn tensorflow

Last synced: 25 Dec 2024

https://github.com/griperis/blenderdatavis

Data visualisation addon for Blender

blender blender-addon chart data-science data-visualisation

Last synced: 24 Dec 2024

https://github.com/empower-ai/dsensei

AI-powered key driver analysis tool that pinpoints root cause behind metrics fluctuation in one minute.

analytics business-analytics business-intelligence data data-analytics data-insights data-science

Last synced: 25 Dec 2024

https://github.com/khanhnamle1994/statistical-learning

Lecture Slides and R Sessions for Trevor Hastie and Rob Tibshinari's "Statistical Learning" Stanford course

data-mining data-science r regression statistical-learning

Last synced: 25 Dec 2024

https://github.com/carloocchiena/the_statistics_handbook

the statistics handbook open source repository

data-science latex mathematics statistics

Last synced: 24 Dec 2024

https://github.com/kde/labplot

LabPlot is a FREE, open source and cross-platform Data Visualization and Analysis software accessible to everyone.

data-analysis data-science data-visualization fitting graph graph2d plotting scientific-plotting scientific-visualization

Last synced: 25 Dec 2024

https://github.com/scrapinghub/webstruct

NER toolkit for HTML data

crfsuite data-science ner

Last synced: 10 Nov 2024

https://github.com/flyteorg/flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

automation data data-science extensible flyte flyte-tasks hacktoberfest mlops pypi python sdk spark workflows

Last synced: 25 Dec 2024

https://github.com/uclatommy/tweetfeels

Real-time sentiment analysis in Python using twitter's streaming api

data-mining data-science python-3-6 sentiment-analysis twitter

Last synced: 22 Dec 2024

https://github.com/dwhitena/gophernet

A simple from-scratch neural net written in Go

artificial-intelligence data-science go golang machine-learning neural-network

Last synced: 11 Nov 2024

https://github.com/tirthajyoti/uci-ml-api

Simple API for UCI Machine Learning Dataset Repository (search, download, analyze)

api classification clustering data-science learning machine-learning python regression statistics uci-machine-learning

Last synced: 25 Dec 2024

https://github.com/cartodb/cartoframes

CARTO Python package for data scientists

carto data-science jupyter-notebook maps python spatial-data-analysis

Last synced: 27 Dec 2024

https://github.com/red-data-tools/unicode_plot.rb

Plot your data by Unicode characters

data-science data-visualization ruby

Last synced: 24 Dec 2024

https://github.com/analysiscenter/cardio

CardIO is a library for data science research of heart signals

data-science deep-learning deep-neural-networks healthcare machine-learning python

Last synced: 13 Nov 2024

https://github.com/Griperis/BlenderDataVis

Data visualisation addon for Blender

blender blender-addon chart data-science data-visualisation

Last synced: 16 Nov 2024

https://github.com/dgerlanc/programming-with-data

🐍 Learn Python and Pandas from the ground up

dangerlanc data-science pandas pandas-tutorial python workshop

Last synced: 23 Dec 2024

https://github.com/ropensci/elastic

R client for the Elasticsearch HTTP API

data-science database database-wrapper elasticsearch etl http json r r-package rstats

Last synced: 24 Dec 2024

https://github.com/justmarkham/trump-lies

Tutorial: Web scraping in Python with Beautiful Soup

beautiful-soup data-science dataset pandas python requests tutorial web-scraping

Last synced: 24 Dec 2024

https://github.com/PKU-DAIR/Hetu

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

artificial-intelligence autograd data-science deep-learning deep-neural-networks distributed-systems distributed-training embeddings gpu high-dimensional machine-learning python state-of-the-art

Last synced: 28 Oct 2024

https://github.com/Bears-R-Us/arkouda

Arkouda (αρκούδα): Interactive Data Analytics at Supercomputing Scale :bear:

chapel data data-analysis data-science distributed-computing eda hpc python

Last synced: 20 Nov 2024

https://github.com/bears-r-us/arkouda

Arkouda (αρκούδα): Interactive Data Analytics at Supercomputing Scale :bear:

chapel data data-analysis data-science distributed-computing eda hpc python

Last synced: 23 Dec 2024

https://github.com/jldbc/coffee-quality-database

Building the Coffee Quality Institute Database

agriculture coffee data data-science dataset

Last synced: 25 Dec 2024

https://github.com/durgeshsamariya/data-science-roadmap

Roadmap to learn Data Science and related areas.

data-science data-science-resources learn-data-science roadmap

Last synced: 08 Nov 2024

https://github.com/recodehive/stackoverflow-analysis

Stack overflow is a professional community for developers. This repo analysis 3 years of developer Survey done by Stackoverflow and do visualization and predict the salary of Data Scientist in future.

canva collaborate data-analysis data-science data-visualization ghdesktop github github-pages machine-learning stack-overflow student-vscode survey-analysis vscode

Last synced: 21 Dec 2024

https://github.com/data-dot-all/dataall

A modern data marketplace that makes collaboration among diverse users (like business, analysts and engineers) easier, increasing efficiency and agility in data projects on AWS.

aws aws-glue aws-lake-formation aws-s3 data data-science etl-framework lakeformation lakehouse redshift

Last synced: 04 Dec 2024

https://github.com/shreyashankar/datasets-for-good

List of datasets to apply stats/machine learning/technology to the world of social good.

data-science dataset education environment government health machine-learning social-good

Last synced: 13 Nov 2024

https://github.com/dialnd/imbalanced-algorithms

Python-based implementations of algorithms for learning on imbalanced data.

data-science imbalanced-data machine-learning notre-dame python

Last synced: 07 Nov 2024

https://github.com/koalaverse/homlr

Supplementary material for Hands-On Machine Learning with R, an applied book covering the fundamentals of machine learning with R.

data-science machine-learning r supervised-learning unsupervised-learning

Last synced: 25 Dec 2024

https://github.com/paddymul/buckaroo

Buckaroo - the data wrangling assistant for pandas. Quickly explore dataframes, and run pandas commands via a GUI. Works inside the jupyter notebook.

buckaroo data-science jupyter paddy pandas

Last synced: 21 Dec 2024

https://github.com/voxel51/voxelgpt

AI assistant that can query visual datasets, search the FiftyOne docs, and answer general computer vision questions

artificial-intelligence chatgpt computer-vision data-science deep-learning fiftyone langchain llm machine-learning openai python

Last synced: 09 Nov 2024

https://github.com/bgruening/docker-galaxy-stable

:whale::bar_chart::books: Docker Images tracking the stable Galaxy releases.

data-science docker-image galaxy galaxyproject science

Last synced: 09 Nov 2024

https://github.com/xlang-ai/ds-1000

[ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".

benchmark code-generation data-science large-language-models semantic-parsing

Last synced: 25 Dec 2024

https://github.com/project-codeflare/codeflare

Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.

automl data-science hyperparameter-optimization machine-learning pipelines ray sklearn workflows

Last synced: 21 Dec 2024

https://github.com/bgruening/docker-galaxy

:whale::bar_chart::books: Docker Images tracking the stable Galaxy releases.

data-science docker-image galaxy galaxyproject science

Last synced: 23 Dec 2024

https://github.com/mukeshmithrakumar/book_list

Python, Machine Learning, Deep Learning and Data Science Books

algorithms books data-science deep-learning free machine-learning python

Last synced: 25 Dec 2024

https://github.com/xlang-ai/DS-1000

[ICML 2023] Data and code release for the paper "DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation".

benchmark code-generation data-science large-language-models semantic-parsing

Last synced: 29 Nov 2024

https://github.com/Minyus/pipelinex

PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more

data-engineering data-science deep-learning experimentation machine-learning pipeline

Last synced: 29 Oct 2024

https://github.com/neurodata/hyppo

Python package for multivariate hypothesis testing

data-science hacktoberfest hypothesis-testing independence ksample-testing python

Last synced: 22 Dec 2024

https://github.com/nickslevine/zebras

Data analysis library for JavaScript built with Ramda

data-analysis data-science functional-programming javascript pandas ramda

Last synced: 07 Nov 2024

https://github.com/analysiscenter/radio

RadIO is a library for data science research of computed tomography imaging

computed-tomography data-science deep-learning machine-learning medical-imaging neural-networks tensorflow

Last synced: 27 Nov 2024

https://github.com/vertica/VerticaPy

VerticaPy is a Python library that exposes sci-kit like functionality to conduct data science projects on data stored in Vertica, thus taking advantage Vertica’s speed and built-in analytics and machine learning capabilities.

big-data data-science data-visualization machine-learning preparation python python-library vertica

Last synced: 13 Nov 2024

Data Science Awesome Lists
awesome-datascience 850 Awesome-pytorch-list 704 awesome-bigdata 621 awesome-bigdata 621 awesome-R 483 awesome-mlops 297 awesome-jupyter 205 awesome-computer-science-opportunities 153 awesome-machine-learning-interpretability 1,301 awesome-python-data-science 379 awesome-business-intelligence 231 awesome-streamlit 101 football_analytics 56 awesome-fraud-detection-papers 186 awesome-google-colab 73 CV-pretrained-model 103 yt-channels-DS-AI-ML-CS 195 StarryDivineSky 11,412 data-science-with-ruby 101 awesome-learn-datascience 43 awesome-public-real-time-datasets 42 awesome-feature-engineering 69 awesome-r-learning-resources 140 awesome-data-science-resoruces 36 awesome-ai 267 ai-catalog 71 machine-learning-resources 56 Awesome-Distributed-Deep-Learning 44 awesome-data 31 awesome-h2o 96 Data-Science 71 awesome-materials-informatics 126 awesome-time-series-segmentation-papers 105 awesome-python 1,055 data-science-learning-path 70 awesome-scientific-python 131 awesome-arcgis-developers 176 awesome-kubeflow 146 awesome-data-contracts 57 awesome-ml-blogs 92 Data-Engineering-Roadmap 119 recommendations-for-engineers 1,163 awesome-AI-kubernetes 65 awesome-AI-tutorials-surveys 134 deep-learning-resources 54 awesome-python-machine-learning-resources 1,884 awesome-cv 178 awesome-data-temporality 93 Machine-Learning 483 awesome-data-science-resources 167
Data Science Categories
A01_文本生成_文本对话 1,597 Uncategorized 1,101 前端开发框架及项目 565 Community and Official Guidance Resources 552 其他_机器学习与深度学习 482 Books 381 网络服务 377 Awesome Resources 357 Machine Learning 340 Research Articles and Reports 316 其他_机器视觉 295 The Data Science Toolbox 293 Literature and Media 289 Data Versioning for Machine Learning 286 Table of Contents 284 Education Resources 282 其他 279 文本数据和NLP 263 NLP语料和数据集 252 其他_安全与渗透 252