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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/epistasislab/scikit-rebate

A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.

data-science feature-selection python

Last synced: 22 Dec 2024

https://github.com/EpistasisLab/scikit-rebate

A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.

data-science feature-selection python

Last synced: 30 Oct 2024

https://github.com/basedosdados/sdk

⚙️ Código de manutenção do datalake (metadados e pacotes de acesso) | 📖 Docs: https://basedosdados.github.io/mais/

bigquery dados-abertos data-science govtech hacktoberfest hacktoberfest2022 open-data python r sql transparencia

Last synced: 22 Dec 2024

https://github.com/basedosdados/mais

⚙️ Código de manutenção do datalake (metadados e pacotes de acesso) | 📖 Docs: https://basedosdados.github.io/mais/

bigquery dados-abertos data-science govtech hacktoberfest hacktoberfest2022 open-data python r sql transparencia

Last synced: 13 Oct 2024

https://github.com/dagshub/fds

Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc

data-science dvc git

Last synced: 20 Dec 2024

https://github.com/plotly/dashR

Create data science and AI web apps in R

dash data-science data-visualization plotly plotly-dash python r react web-application

Last synced: 27 Oct 2024

https://github.com/DagsHub/fds

Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc

data-science dvc git

Last synced: 15 Nov 2024

https://github.com/finos/jupyterlab_templates

Support for jupyter notebook templates in jupyterlab

data-science dataviz jupyter jupyterlab jupyterlab-extension machine-learning notebook

Last synced: 07 Nov 2024

https://github.com/wilsonrljr/sysidentpy

A Python Package For System Identification Using NARMAX Models

data-science dynamical-systems machine-learning narmax narx system-identification time-series

Last synced: 12 Nov 2024

https://github.com/operatorai/modelstore

🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud storage provider.

data-science keras machine-learning mlops modelstore python-library pytorch s3-storage scikit-learn tensorflow transformer

Last synced: 22 Dec 2024

https://github.com/solegalli/feature-engineering-for-machine-learning

Code repository for the online course Feature Engineering for Machine Learning

data-science feature-engineering feature-extraction machine-learning python

Last synced: 20 Dec 2024

https://github.com/thoughtworks/mlops-platforms

Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...

azureml data-science databricks dataiku datarobot google-ai-platform h2oai iguazio knime kubeflow machine-learning mlflow mlops pachyderm sagemaker seldon

Last synced: 12 Nov 2024

https://github.com/jkrumbiegel/chain.jl

A Julia package for piping a value through a series of transformation expressions using a more convenient syntax than Julia's native piping functionality.

data-analysis data-science julia julia-language julia-package macro pipeline

Last synced: 21 Dec 2024

https://github.com/ptyadana/data-science-and-machine-learning-projects-dojo

collections of data science, machine learning and data visualization projects with pandas, sklearn, matplotlib, tensorflow2, Keras, various ML algorithms like random forest classifier, boosting, etc

boosting-algorithms data-analysis data-science data-visualization deep-learning keras machine-learning machine-learning-algorithms natural-language-processing pandas probability-statistics scikit-learn seaborn tensorflow

Last synced: 23 Dec 2024

https://github.com/aunum/goro

A High-level Machine Learning Library for Go

data-science go golang machine-learning machinelearning

Last synced: 28 Oct 2024

https://github.com/jkrumbiegel/Chain.jl

A Julia package for piping a value through a series of transformation expressions using a more convenient syntax than Julia's native piping functionality.

data-analysis data-science julia julia-language julia-package macro pipeline

Last synced: 19 Nov 2024

https://github.com/adicherlavenkatasai/ml-workspace

Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available

cheat-sheets convolutional-networks data-science deep-learning deep-neural-networks gans harvard-edx interview-questions machine-learning python

Last synced: 31 Oct 2024

https://github.com/aaronpenne/data_visualization

A collection of my data visualizations, mostly in Python.

data-science data-visualization python3 visualization

Last synced: 25 Oct 2024

https://github.com/xoolive/traffic

A toolbox for processing and analysing air traffic data

adsb air-traffic-data data-analytics data-science data-visualisation declarative-pipeline mode-s trajectory

Last synced: 27 Dec 2024

https://github.com/weijie-chen/econometrics-with-python

Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.

data-analysis data-science econometrics economics python statistics time-series

Last synced: 22 Dec 2024

https://github.com/MaxHalford/xam

:dart: Personal data science and machine learning toolbox

data-science machine-learning preprocessing python stacking

Last synced: 15 Nov 2024

https://github.com/maxhalford/xam

:dart: Personal data science and machine learning toolbox

data-science machine-learning preprocessing python stacking

Last synced: 24 Dec 2024

https://github.com/matrix-profile-foundation/matrixprofile

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

algorithms anomaly-detection clustering data-mining data-science hacktoberfest matrixprofile motif-discovery python python2 python3 segmentation time-series time-series-analysis

Last synced: 22 Dec 2024

https://github.com/anothersamwilson/miceforest

Multiple Imputation with LightGBM in Python

data-science imputed-values mice-algorithm python random-forest

Last synced: 23 Dec 2024

https://github.com/aeturrell/skimpy

skimpy is a light weight tool that provides summary statistics about variables in data frames within the console.

data-science eda exploratory-data-analysis pandas statistics summary-statistics

Last synced: 14 Nov 2024

https://github.com/olavolav/uniplot

Lightweight plotting to the terminal. 4x resolution via Unicode.

data-analysis data-science plot python

Last synced: 31 Oct 2024

https://github.com/tellery/tellery

Tellery lets you build metrics using SQL and bring them to your team. As easy as using a document. As powerful as a data modeling tool.

analytics bigquery business-intelligence collaboration dashboard data-analytics data-modeling data-science data-visualization database dbt notebook self-hosted sql

Last synced: 22 Dec 2024

https://github.com/joaquinamatrodrigo/estadistica-con-r

Apuntes personales sobre estadística, machine learning y lenguaje de programación R

bioestadistica data-mining data-science estadistica machine-learning mineria-de-datos r

Last synced: 22 Dec 2024

https://github.com/AnotherSamWilson/miceforest

Multiple Imputation with LightGBM in Python

data-science imputed-values mice-algorithm python random-forest

Last synced: 22 Nov 2024

https://github.com/meteostat/meteostat-python

Access and analyze historical weather and climate data with Python.

climate climate-change climate-data data-science meteostat open-data statistics weather weather-data weather-station

Last synced: 27 Nov 2024

https://github.com/souzatharsis/open-quant-live-book

An open source, hands-on and fully reproducible book in quantitative finance, data science and econophysics. Join us and help Make Wall Street Great Again!

algo-trading altdata data-science econophysics financial-analysis financial-markets machine-learning open-source quantitative-finance

Last synced: 11 Nov 2024

https://github.com/finlay-liu/kaggle_public

阿水的数据竞赛开源分支

data-science kaggle-competition

Last synced: 24 Dec 2024

https://github.com/InseeFrLab/onyxia

🔬 Data science environment for k8s

bluehats data-science datalab helm insee kubernetes onyxia

Last synced: 27 Dec 2024

https://github.com/astronomer/astro-sdk

Astro SDK allows rapid and clean development of {Extract, Load, Transform} workflows using Python and SQL, powered by Apache Airflow.

airflow apache-airflow bigquery dags data-analysis data-science elt etl gcs pandas postgres python s3 snowflake sql sqlite workflows

Last synced: 27 Dec 2024

https://github.com/KiranGershenfeld/VisualizingTwitchCommunities

Graphing communities on Twitch.tv in a visually intuitive way

community data-science python twitch visualization

Last synced: 25 Oct 2024

https://github.com/datmo/datmo

Open source production model management tool for data scientists

artificial-intelligence data-science deep-learning machine-learning reproducibility version-control

Last synced: 12 Nov 2024

https://github.com/datalayer/jupyter-ui

⚛️ React.js components 💯% compatible with 🪐 Jupyter - Storybook on https://jupyter-ui-storybook.datalayer.tech

data data-product data-science data-visualisation datalayer ipywidgets jupyter jupyterlab lumino notebook reactjs ui

Last synced: 20 Dec 2024

https://github.com/larswaechter/voici.js

A Node.js library for pretty printing your data on the terminal🎨

console data-science javascript shell terminal tty typescript

Last synced: 31 Oct 2024

https://github.com/yzhao062/data-mining-conferences

Ranking, acceptance rate, deadline, and publication tips

data-mining data-science research

Last synced: 27 Dec 2024

https://github.com/jovianhq/opendatasets

A Python library for downloading datasets from Kaggle, Google Drive, and other online sources.

data-science datasets machine-learning python

Last synced: 21 Dec 2024

https://github.com/anonyfox/elixir-scrape

Scrape any website, article or RSS/Atom Feed with ease!

data-science elixir feed html information-retrieval readability rss scrape scraping

Last synced: 25 Dec 2024

https://github.com/Anonyfox/elixir-scrape

Scrape any website, article or RSS/Atom Feed with ease!

data-science elixir feed html information-retrieval readability rss scrape scraping

Last synced: 01 Nov 2024

https://github.com/machine-learning-apps/Issue-Label-Bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 25 Oct 2024

https://github.com/machine-learning-apps/issue-label-bot

Code For The Issue Label Bot, an App that automatically labels issues using machine learning, available on the GitHub Marketplace. This is also code for the blog article: "How to automate tasks on GitHub with machine learning for fun and profit"

bigquery bootstrap data-science deep-learning end-to-end-application flask gcp-cloud gharchive github-api-v3 github-app keras kubernetes machine-learning machine-learning-tutorials nlp production-machine-learning tensorflow

Last synced: 29 Sep 2024

https://github.com/profjsb/python-seminar

Python for Data Science (Seminar Course at UC Berkeley; AY 250)

data-science distributed-computing machine-learning python visualization

Last synced: 27 Nov 2024

https://github.com/maxhumber/redframes

General Purpose Data Manipulation Library

data-science pandas python

Last synced: 26 Dec 2024

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: 26 Dec 2024

https://github.com/upgini/upgini

Data search & enrichment library for Machine Learning → Easily find and add relevant features to your ML & AI pipeline from hundreds of public and premium external data sources, including open & commercial LLMs

automated-feature-engineering automl automl-pipeline chatgpt data-enrichment data-science feature-engineering feature-extraction feature-selection features kaggle kaggle-solution large-language-models llm machine-learning open-data open-datasets public-data python-library scikit-learn

Last synced: 20 Dec 2024

https://github.com/gdsbook/book

This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data.

data-analysis-python data-science geographic-data geographical-information-system spatial-analysis spatial-data-analysis spatial-statistics statistics

Last synced: 27 Oct 2024

https://github.com/autonlab/auton-survival

Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events

causal-inference counterfactual-inference data-science deep-learning graphical-models machine-learning python regression reliability-analysis survival-analysis time-to-event

Last synced: 12 Nov 2024

https://github.com/microsoft/genalog

Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.

data-generation data-science machine-learning ner ocr-recognition python synthetic-data synthetic-data-generation synthetic-images text-alignment

Last synced: 21 Dec 2024

https://github.com/databrickslabs/tempo

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

data-analysis data-science pandas python scala time-series timeseries timeseries-analysis timeseries-data

Last synced: 11 Nov 2024

https://github.com/weecology/retriever

Quickly download, clean up, and install public datasets into a database management system

data data-retrieval data-science dataset datasets hacktobefest python

Last synced: 04 Nov 2024

https://github.com/solegalli/feature-selection-for-machine-learning

Code repository for the online course Feature Selection for Machine Learning

data-science feature-selection machine-learning python

Last synced: 21 Dec 2024

https://github.com/ml-tooling/ml-hub

🧰 Multi-user development platform for machine learning teams. Simple to setup within minutes.

data-science docker jupyter jupyterhub machine-learning python

Last synced: 20 Dec 2024

https://github.com/kamu-data/kamu-cli

Next-generation decentralized data lakehouse and a multi-party stream processing network

blockchain data-as-code data-management data-science datafusion flink jupyter kamu open-data open-data-fabric spark sql

Last synced: 20 Dec 2024

https://github.com/mljar/plotai

PlotAI - Your Ultimate Plotting Assistant! 📊🤖 Use ChatGPT-3.5 to create plots in Python and Matplotlib directly in your Python script or notebook.

charts chatgpt data-science llm matplotlib plots python visualization

Last synced: 09 Nov 2024

https://github.com/CJWorkbench/cjworkbench

The data journalism platform with built in training

data-analysis data-journalism data-science data-visualization journalism notebook

Last synced: 24 Nov 2024

https://github.com/alibaba/feathub

FeatHub - A stream-batch unified feature store for real-time machine learning

apache-flink data data-engineering data-quality data-science feature-engineering feature-store machine-learning mlops streaming

Last synced: 05 Nov 2024

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

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 292 Literature and Media 289 Table of Contents 284 Data Versioning for Machine Learning 282 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