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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/XpressAI/xircuits

Simple visual programming environment for jupyterlab

data-science jupyterlab python

Last synced: 10 Oct 2024

https://github.com/ropensci/gittargets

Data version control for reproducible analysis pipelines in R with {targets}.

data-science data-version-control data-versioning r r-package reproducibility reproducible-research rstats targets workflow

Last synced: 19 Dec 2024

https://github.com/great-expectations/great_expectations_action

A GitHub Action that makes it easy to use Great Expectations to validate your data pipelines in your CI workflows.

actions continuous-integration data-integrity data-quality data-science mlops

Last synced: 06 Nov 2024

https://github.com/andrea-ballatore/open-geo-data-education

Open Geospatial Datasets for GIS Education: This is a repository of open geospatial datasets to be used in an educational context. I created these files over years of teaching Geographic Data Science and GIS. All original datasets are freely available online with open data licenses (see the dataset attribution for details). All the datasets in this repository have been selected, cleaned, harmonised, and repackaged for GIS exercises in a higher-education context. This is a pretty time-intensive process that other educators can hopefully avoid by using these versions.

data-science geojson geospatial-data geospatial-datasets gis gis-data gis-education tsv

Last synced: 27 Oct 2024

https://github.com/hemansnation/data-analyst-roadmap

Data-Analyst-Roadmap for Professionals. This roadmap contains 8 Chapters that can be completed in 8 weeks, whether you are a fresher in the field or an experienced professional who wants to transition into Data Analysis.

analytics data-analysis data-analysis-python data-analytics data-science numpy predictive-analytics project-based-learning python statistics tableau

Last synced: 08 Nov 2024

https://github.com/FlyRanch/figurefirst

A layout-first approach to figure making

data-science inkscape inkscape-extensions matplotlib plotting python svg

Last synced: 15 Nov 2024

https://github.com/imdeepmind/neuralpy

NeuralPy: A Keras like deep learning library works on top of PyTorch

data-science deep-learning keras library machine-learning neural-network neuralpy neuralpy-torch python pytorch

Last synced: 15 Dec 2024

https://github.com/TomasBeuzen/python-programming-for-data-science

Content from the University of British Columbia's Master of Data Science course DSCI 511.

data-manipulation data-science numpy pandas programming python teaching

Last synced: 26 Nov 2024

https://github.com/bramvanroy/spacy_conll

Pipeline component for spaCy (and other spaCy-wrapped parsers such as spacy-stanza and spacy-udpipe) that adds CoNLL-U properties to a Doc and its sentences and tokens. Can also be used as a command-line tool.

conll conll-u data-science machine-learning natural-language-processing nlp pandas parser python spacy spacy-extension spacy-pipeline stanford-machine-learning stanford-nlp stanza udpipe

Last synced: 13 Jan 2025

https://github.com/woz-u/DS-Student-Resources

Data Science Student Companion Notebooks and Data Lake

data-analysis data-science data-visualization machine-learning nosql python r sql statistics

Last synced: 27 Nov 2024

https://github.com/5agado/conversation-analyzer

Analyzer and statistics generator for text-based conversations. Includes Facebook scraper and parser

data-science facebook quantified-self scraper

Last synced: 08 Nov 2024

https://github.com/visgl/deck.gl-data

Data for the data visualization library deck.gl examples (https://uber.github.io/deck.gl/#/)

data data-science data-visualization uber

Last synced: 27 Nov 2024

https://github.com/Invictify/Jupter-Notebook-REST-API

Run your jupyter notebooks as a REST API endpoint. This isn't a jupyter server but rather just a way to run your notebooks as a REST API Endpoint.

data-science data-science-pipelines docker dockerfile fastapi jupyter python rest-api

Last synced: 26 Oct 2024

https://github.com/jonrau1/SyntheticSun

SyntheticSun is a defense-in-depth security automation and monitoring framework which utilizes threat intelligence, machine learning, managed AWS security services and, serverless technologies to continuously prevent, detect and respond to threats.

anomaly-detection automation aws aws-security aws-serverless data-science data-visualization elasticsearch geolocation guardduty incident-response kibana machine-learning misp sagemaker security-automation security-tools serverless threat-detection threat-intelligence

Last synced: 21 Nov 2024

https://github.com/mainakrepositor/datasets

A bunch of some 200 datasets. You can call it mini-kaggle :)

csv data data-science database datasets image-files mini-kaggle ml nlp-machine-learning tsv

Last synced: 11 Jan 2025

https://github.com/dominodatalab/domino-research

Projects developed by Domino's R&D team

data-science mlflow mlops python sagemaker

Last synced: 24 Nov 2024

https://github.com/ndleah/8-week-sql-challenge

#8WeekSQLChallenge by Danny Ma.

data-analysis data-science sql

Last synced: 12 Jan 2025

https://github.com/capitalone/dataCompareR

dataCompareR is an R package that allows users to compare two datasets and view a report on the similarities and differences.

compare-data data data-analysis data-science r

Last synced: 04 Dec 2024

https://github.com/kianweelee/Edator

A python package that performs exploratory data analysis for users. Additionally, it generates 3 types of output files (cleaned CSV, plots and a text report).

data-analysis data-science exploratory-data-analysis

Last synced: 15 Nov 2024

https://github.com/siddhujetty/Product-analytics-insights-collection

My Solutions to "A Collection of Data Science Take-Home Challenges" by Giulio Palombo.

data-science machine-learning r-programming solutions take-home-test

Last synced: 04 Dec 2024

https://github.com/nbarrowman/vtree

An R package for calculating and drawing variable trees

data-science data-visualization exploratory-data-analysis r statistics

Last synced: 31 Oct 2024

https://github.com/tirthajyoti/synthetic-data-gen

Various methods for generating synthetic data for data science and ML

classification data data-science machine-learning python regression symbolic-computation time-series

Last synced: 22 Oct 2024

https://github.com/felipenoris/math-server-docker

The ideal multi-user Data Science server with Jupyterhub and RStudio, ready for Python, R and Julia languages.

data-science docker julia julia-language jupyter jupyter-kernels jupyterhub jupyterlab latex python rstudio-servers shiny-server

Last synced: 28 Oct 2024

https://github.com/glemaitre/pyparis-2018-sklearn

PyParis tutorial on machine learning using scikit-learn

data-science machine-learn pandas scikit-learn

Last synced: 01 Nov 2024

https://github.com/thoughtspile/hippotable

👩🏻‍🔬📊 Lightweight data analysis in your browser

csv dashboard data-analysis data-science javascript table visualization

Last synced: 18 Dec 2024

https://github.com/MLMI2-CSSI/foundry

Simplifying the discovery and usage of machine-learning ready datasets in materials science and chemistry

chemistry data-science datasets machine-learning materials-science

Last synced: 23 Nov 2024

https://github.com/manumerous/vpselector

Visual Pandas Selector: Visualize and interactively select time-series data

data-science data-visualization pandas python selector

Last synced: 29 Oct 2024

https://github.com/trainingbypackt/applied-deep-learning-with-python

Applied Deep Learning with Python, published by Packt

data-science deep-learning machine-learning python

Last synced: 14 Nov 2024

https://github.com/bcgov/bcmaps

An R package of map layers for British Columbia

data-science env r r-package rstats

Last synced: 15 Jan 2025

https://github.com/grailbio/bio

Bioinformatic infrastructure libraries

bioinformatics data-science golang

Last synced: 09 Nov 2024

https://github.com/ploomber/soorgeon

Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊

data-engineering data-science jupyter jupyter-notebooks machine-learning mlops workflow

Last synced: 08 Jan 2025

https://github.com/exasol/pyexasol

Exasol Python driver with low overhead, fast HTTP transport and compression

data-science database driver exasol exasol-integration python websocket-client

Last synced: 15 Jan 2025

https://github.com/xiaodaigh/jlboost.jl

A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms

catboost data-science gbdt gbrt lightgbm machine-learning tree tree-boosting-algorithms xgboost

Last synced: 30 Dec 2024

https://github.com/piquette/qtrn

A cli tool to streamline financial markets data analysis :wrench:

cli data data-science finance go golang options quotes scraper stock stock-analysis stock-market

Last synced: 04 Nov 2024

https://github.com/uc-r/Advanced-R

Advanced Analytics with R training material delivered in a 2 day format

data-science educational-materials r training-materials workshop-materials

Last synced: 13 Nov 2024

https://github.com/verynifty/RolodETH

A Rolodex for popular Ethereum chain address.

data-science ethereum ethereum-blockchain

Last synced: 18 Nov 2024

https://github.com/paris-saclay-cds/ramp-workflow

Toolkit for building predictive workflows on top of pydata (pandas, scikit-learn, pytorch, keras, etc.).

data-challenge data-science python ramp

Last synced: 06 Jan 2025

https://github.com/data-centric-ai/dcbench

A benchmark of data-centric tasks from across the machine learning lifecycle.

data-science machine-learning

Last synced: 30 Oct 2024

https://github.com/robertmartin8/udemyml

Templates, code and notes for Kirill Eremenko's Machine Learning course

data-science machine-learning python r tutorial udemy udemy-machine-learning

Last synced: 22 Oct 2024

https://github.com/shenxiangzhuang/PythonDataAnalysis

The data and code that used in my book.

data-science python3 webcrawler

Last synced: 30 Oct 2024

https://github.com/shenxiangzhuang/pythondataanalysis

The data and code that used in my book.

data-science python3 webcrawler

Last synced: 24 Nov 2024

https://github.com/empower-ai/sql-agent

Ai Agent that helps you do data analytics with natural language.

analytics bigquery chatgpt chatgpt-bot data data-analytics data-science mysql postgresql slack slack-bot slackbot

Last synced: 14 Nov 2024

https://github.com/argilla-io/biome-text

Custom Natural Language Processing with big and small models 🌲🌱

allennlp data-science natural-language-processing nlp pytorch

Last synced: 30 Sep 2024

https://github.com/devsgnr/breadroll

breadroll 🥟 is a simple lightweight library for data processing operations written in Typescript and powered by Bun.

bun csv csv-parser data-engineering data-science data-transformation eda exploratory-data-analysis tsv tsv-parser

Last synced: 09 Dec 2024

https://github.com/localcascadeensemble/lce

Random Forest or XGBoost? It is Time to Explore LCE

classification data-science machine-learning python regression scikit-learn-api

Last synced: 31 Oct 2024

https://github.com/visual-layer/visuallayer

Simplify Your Visual Data Ops. Find and visualize issues with your computer vision datasets such as duplicates, anomalies, data leakage, mislabels and others.

cleaning computer computer-vision data data-science dataset datasets-preparation generative machine-learning python vision

Last synced: 16 Nov 2024

https://github.com/mdeff/ntds_2017

Material for the EPFL master course "A Network Tour of Data Science", edition 2017.

data-science education epfl graphs network-science

Last synced: 21 Nov 2024

https://github.com/mdeff/ntds_2019

Material for the EPFL master course "A Network Tour of Data Science", edition 2019.

data-science education epfl graph-neural-networks graphs network-science

Last synced: 21 Nov 2024

https://github.com/aiwithqasim/Free-Artificial-Intelligence-Resources

Welcome, to this Open Source Repository regarding FREE ARTIFICIAL INTELLIGENCE RESOURCE. Get Benefit from the free resources mention & kindly five STAR & FORK this so that it can get maximum Fame so that Everyone can take advantage.

ai article artificial-intelligence artificial-neural-networks blog data-science datascientist deep-learning freeresources hacktoberfest hecktoberfest2021 jobs machine-learning machine-learning-algorithms natural-language-processing nlp project python3 youtube

Last synced: 02 Nov 2024

https://github.com/charmve/paperweeklyai

📚「@MaiweiAI」Studying papers in the fields of computer vision, NLP, and machine learning algorithms every week.

advanced applied-machine-learning computer-vision data-mining data-science deep-learning machine-learning machine-learning-algorithms nlp paper-with-code papers study-papers tutorials

Last synced: 28 Oct 2024

https://github.com/davidrpugh/pybea

Python package for downloading data from the Bureau of Economic Analysis (BEA) data API.

data-science economics python-3

Last synced: 17 Dec 2024

https://github.com/tomasonjo/graphs-network-science

Accompanying repository for my book about Graph Data Science

algorithms data-science graph graph-algorithms machine-learning

Last synced: 09 Nov 2024

https://github.com/gitonthescene/csv-reconcile

A reconciliation service for OpenRefine serving data from a given CSV file.

data-science openrefine

Last synced: 06 Nov 2024

https://github.com/apple/ml-symphony

Symphony: Interactive Data Widgets (CHI 2022)

computational-notebooks data-science data-visualization machine-learning

Last synced: 07 Oct 2024

https://github.com/LaihoE/did-it-spill

Check if you have training samples in your test set

computer-vision data-science deep-learning pytorch semantic-similarity time-series

Last synced: 12 Nov 2024

Data Science Awesome Lists
awesome-datascience 829 Awesome-pytorch-list 704 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 11,880 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 Data-Science 71 awesome-h2o 96 awesome-materials-informatics 126 awesome-time-series-segmentation-papers 105 awesome-python 1,074 data-science-learning-path 70 awesome-scientific-python 131 awesome-arcgis-developers 176 awesome-kubeflow 146 awesome-ml-blogs 92 awesome-data-contracts 57 Data-Engineering-Roadmap 119 recommendations-for-engineers 1,163 awesome-AI-kubernetes 65 awesome-AI-tutorials-surveys 134 awesome-generative-ai-data-scientist 99 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 1,648 Uncategorized 1,170 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 501 Books 380 网络服务 377 Awesome Resources 360 Machine Learning 344 Research Articles and Reports 316 Data Versioning for Machine Learning 298 The Data Science Toolbox 296 其他_机器视觉 295 Literature and Media 288 Table of Contents 286 Education Resources 282 其他 279 文本数据和NLP 263 Pytorch & related libraries 253 其他_安全与渗透 252