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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/autoviml/pandas_dq

Find data quality issues and clean your data in a single line of code with a Scikit-Learn compatible Transformer.

data data-science dataquality dataqualitycheck machine-learning pandas python scikit-learn

Last synced: 14 Nov 2024

https://github.com/diffusionkinetics/open

DiffusionKinetics open-source monorepo

data-science haskell

Last synced: 18 Nov 2024

https://github.com/WinVector/pyvtreat

vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distributed under a BSD-3-Clause license.

data-science machine-learning pydata python

Last synced: 05 Aug 2024

https://github.com/medtagger/MedTagger

A collaborative framework for annotating medical datasets using crowdsourcing.

crowdsourcing data-science data-validation deep-learning labeling medical-imaging

Last synced: 15 Nov 2024

https://github.com/winvector/data_algebra

Codd method-chained SQL generator and Pandas data processing in Python.

data-analysis data-science pandas python

Last synced: 07 Nov 2024

https://github.com/ColtAllen/btyd

Buy Till You Die and Customer Lifetime Value statistical models in Python.

bayesian buy-til-you-die customer-lifetime-value data-science python

Last synced: 13 Nov 2024

https://github.com/LankyCyril/pyvenn

Python module for plotting Venn diagrams of 2..6 sets

data-science matplotlib matplotlib-venn venn venn-diagram venndiagram visualization

Last synced: 15 Nov 2024

https://github.com/mybridge/learn-machine-learning

Learn to Build a Machine Learning Application from Top Articles

computer-vision data-science deep-learning machine-learning neural-networks

Last synced: 07 Nov 2024

https://github.com/trainingbypackt/data-wrangling-with-python

Simplify your ETL processes with these hands-on data sanitation tips, tricks, and best practices

analytics beautifulsoup data-analytics data-munging data-science data-wrangling database numpy pandas python regular-expression web-scraping

Last synced: 14 Nov 2024

https://github.com/ujjwalkarn/xda

R package for exploratory data analysis

data-analysis data-science exploratory-data-analysis r

Last synced: 11 Nov 2024

https://github.com/jovianhq/jovian-py

Collaboration platform for data science projects & Jupyter notebooks

data-science deep-learning jupyter-notebook machine-learning ml

Last synced: 16 Nov 2024

https://github.com/solegalli/hyperparameter-optimization

Code repository for the online course Hyperparameter Optimization for Machine Learning

data-science hyperopt hyperparameter-optimization machine-learning optuna python scikit-optimize

Last synced: 13 Nov 2024

https://github.com/alexandervnikitin/tsgm

Generation and evaluation of synthetic time series datasets (also, augmentations, visualizations, a collection of popular datasets)

augmentations data-augmentation data-science datasets deep-learning generative-model keras machine-learning python synthetic-data synthetic-time-series tensorflow2 time-series vae

Last synced: 13 Oct 2024

https://github.com/JovianHQ/jovian-py

Collaboration platform for data science projects & Jupyter notebooks

data-science deep-learning jupyter-notebook machine-learning ml

Last synced: 11 Oct 2024

https://github.com/lawmurray/Birch

A probabilistic programming language that combines automatic differentiation, automatic marginalization, and automatic conditioning within Monte Carlo methods.

autodiff bayesian bayesian-inference bayesian-methods bayesian-statistics data-science machine-learning machine-learning-algorithms machine-learning-projects monte-carlo-methods monte-carlo-sampling probabilistic-programming-languages statistics

Last synced: 30 Oct 2024

https://github.com/lsys/forestplot

A Python package to make publication-ready but customizable coefficient plots.

coefficientplot data-science data-visualization dataviz forestplot matplotlib python visualization

Last synced: 16 Nov 2024

https://github.com/jayantgoel001/jayantgoel001

JayantGoel001's profile with 111 stars ⭐ and 110 forks 🎉.

android data-science devops git github mean-stack portfolio profile readme web-development

Last synced: 12 Nov 2024

https://github.com/innat/ML-Resource

A concise resource repository for machine learning

data-analysis data-science deep-learning kaggle machine-learning python spark

Last synced: 11 Nov 2024

https://github.com/imsanjoykb/data-science-regular-bootcamp

Regular practice on Data Science, Machien Learning, Deep Learning, Solving ML Project problem, Analytical Issue. Regular boost up my knowledge. The goal is to help learner with learning resource on Data Science filed.

artificial-intelligence data-analysis data-science data-science-notebook data-science-projects data-visualization database-connection deep-learning etl-pipeline etl-process feature-engineering machine-learning mysql-database neural-network numpy pandas postgresql python python-automation sqlite

Last synced: 12 Oct 2024

https://github.com/nicholasmamo/multiplex-plot

Multiplex: visualizations that tell stories—A Python library to create and annotate beautiful network graph visualizations, text visualizations and more.

data-science data-visualisation graph-visualization graphs information-retrieval matplotlib natural-language-processing network-visualization python text-mining text-visualisation text-visualization visualisation visualizations viz vizualisation

Last synced: 15 Nov 2024

https://github.com/scrapinghub/mdr

A python library detect and extract listing data from HTML page.

data-science

Last synced: 10 Nov 2024

https://github.com/clipperhouse/jargon

Tokenizers and lemmatizers for Go

data-science go lemmatizer nlp tokenizer

Last synced: 14 Nov 2024

https://github.com/takuti/flurs

:ocean: FluRS: A Python library for streaming recommendation algorithms

data-science factorization-machines machine-learning matrix-factorization python recommender-system

Last synced: 14 Nov 2024

https://github.com/NicholasMamo/multiplex-plot

Multiplex: visualizations that tell stories—A Python library to create and annotate beautiful network graph visualizations, text visualizations and more.

data-science data-visualisation graph-visualization graphs information-retrieval matplotlib natural-language-processing network-visualization python text-mining text-visualisation text-visualization visualisation visualizations viz vizualisation

Last synced: 07 Aug 2024

https://github.com/senderle/topic-modeling-tool

A point-and-click tool for creating and analyzing topic models produced by MALLET.

data-science digital-humanities mallet text-analytics topic-modeling

Last synced: 13 Nov 2024

https://github.com/thomasnield/oreilly_reactive_python_for_data

Resources for the O'Reilly online video "Reactive Python for Data"

data-science database python reactivex rxpy sqlalchemy tweepy twitter

Last synced: 30 Oct 2024

https://github.com/olow304/data-science-machine-learning

The overall objective of this toolkit is to provide and offer a free collection of data analysis and machine learning that is specifically suited for doing data science. Its purpose is to get you started in a matter of minutes. You can run this collections either in Jupyter notebook or python alone.

all best-practices cheatsheet cheatsheets data-science data-science-toolkit deep-learning jupyter-notebook machine-learning machine-learning-algorithms machine-learning-tutorials matplotlib mindmap numpy pandas popular-posts python roadmap sklearn toolkit

Last synced: 10 Oct 2024

https://github.com/alexioannides/pymc-example-project

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

bayesian-data-analysis bayesian-inference data-science machine-learning numpy pandas probabilistic-programming pymc3 python scikit-learn

Last synced: 27 Oct 2024

https://github.com/formlio/forml

ForML - A development framework and MLOps platform for the lifecycle management of data science projects

ai data-science machine-learning ml mlops portability python reproducibility

Last synced: 15 Nov 2024

https://github.com/dssg/MLforPublicPolicy

Class resources for CAPP 30254 (Machine Learning for Public Policy)

data-science machine-learning public-policy

Last synced: 27 Oct 2024

https://github.com/mc2-project/secure-xgboost

Secure collaborative training and inference for XGBoost.

collaborative-learning data-science enclave machine-learning privacy security xgboost

Last synced: 09 Nov 2024

https://github.com/wyattowalsh/data-science-notes

Open-source project hosted at https://makeuseofdata.com to crowdsource a robust collection of notes related to data science (math, visualization, modeling, etc)

calculus classification compilation crowdsourcing data-science first-timers first-timers-only jupyter-book linear-algebra machine-learning modeling probability regression simulation statistics up-for-grabs visualization

Last synced: 15 Nov 2024

https://github.com/nischalshrestha/Unravel

A fluent code explorer for R. 🔍

data-science datawrangling dplyr r rstats shiny tidyr tidyverse

Last synced: 13 Aug 2024

https://github.com/target/data-validator

A tool to validate data, built around Apache Spark.

data-science data-validation hacktoberfest

Last synced: 05 Nov 2024

https://github.com/AlexIoannides/pymc-example-project

Example PyMC3 project for performing Bayesian data analysis using a probabilistic programming approach to machine learning.

bayesian-data-analysis bayesian-inference data-science machine-learning numpy pandas probabilistic-programming pymc3 python scikit-learn

Last synced: 07 Aug 2024

https://github.com/jay-johnson/sci-pype

A Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.

data-science devops-for-data-science docker docker-compose ipython ipython-notebook jupyter jupyter-notebook jupyter-themes machine-learning machine-learning-api predictive python red10 redis s3 seaborn stock-price-prediction xgb xgboost

Last synced: 11 Oct 2024

https://github.com/oracle/macest

Model Agnostic Confidence Estimator (MACEST) - A Python library for calibrating Machine Learning models' confidence scores

confidence-estimation data-science machine-learning python

Last synced: 06 Nov 2024

https://github.com/facultyai/lens

Summarise and explore Pandas DataFrames

dask data-exploration data-science data-visualisation dataframe pandas

Last synced: 08 Nov 2024

https://github.com/null8626/python-weather

A free and asynchronous weather API wrapper made in python, for python.

data-science forecast python weather weather-api weather-forecast

Last synced: 13 Nov 2024

https://github.com/scottshambaugh/monaco

Quantify uncertainty and sensitivities in your computer models with an industry-grade Monte Carlo library.

data-science monaco monte-carlo python scientific-computing sensitivity-analysis simulation statistics uncertainty-analysis uncertainty-quantification

Last synced: 05 Nov 2024

https://github.com/tlverse/sl3

💪 🤔 Modern Super Learning with Machine Learning Pipelines

data-science ensemble-learning ensemble-model machine-learning model-selection r r-package regression stacking statistics

Last synced: 11 Nov 2024

https://github.com/danmorales/cursods_profdanilo

Códigos Python com diferentes aplicações como técnicas de machine learning e deep learning, fundamentos de estatística, problemas de regressão de classificação. Os vídeos com as explicações teóricas estão disponíveis no meu canal do YouTube

aprendizado-de-maquina ciencia-de-dados data-science deep-learning keras-classification-models keras-layer keras-models keras-neural-networks machine-learning machine-learning-algorithms numpy pandas-dataframe pandas-python scikit-learn scikitlearn-machine-learning scipy tensorflow tensorflow-tutorials

Last synced: 12 Nov 2024

https://github.com/ieshreya/data-science-resources

Free self-taught educational resources for Data Science! I'm currently learning Data Science. I build this repository for helping myself. But if it helps you anyhow, feel free to star it!

computer-science data-science python resources

Last synced: 14 Oct 2024

https://github.com/contextlab/storytelling-with-data

Course materials for Dartmouth Course: Storytelling with Data (PSYC 81.09).

course-materials data-science data-stories python tutorials

Last synced: 06 Nov 2024

https://github.com/alan-turing-institute/environmental-ds-book

A computational notebook community for open environmental data science 🌎

climate-change community-project data-science ecosystem-modeling environmental-monitoring

Last synced: 13 Nov 2024

https://github.com/weijie-chen/basic-statistics-with-python

Introduction to statistics featuring Python. This series of lecture notes aim to walk you through all basic concepts of statistics, such as descriptive statistics, parameter estimations, hypothesis testing, ANOVA and etc. All codes are straightforward to understand.

anova-analysis data-science descriptive-statistics econometrics frequentist-statistics hypothesis-testing mathematics parameter-estimation probability

Last synced: 12 Nov 2024

https://github.com/ideos/gloe

A general-purpose library designed to guide developers in expressing their code as a flow.

clean-code data-science flow functional-programming machine-learning python typing

Last synced: 30 Oct 2024

https://github.com/TexteaInc/funix

Building web apps without manually creating widgets

app-builder data-science frontend machine-learning

Last synced: 13 Aug 2024

https://github.com/outerbounds/dsbook

Code samples for the Effective Data Science Infrastructure book

data-science infrastructure machine-learning

Last synced: 10 Nov 2024

https://github.com/IlyaGusev/tgcontest

Telegram Data Clustering contest solution by Mindful Squirrel

classification clustering cpp data-science document-similarity fasttext machine-learning nlp

Last synced: 04 Nov 2024

https://github.com/AnonCatalyst/Coeus-OSINT-ToolBox

Coeus 🌐 is an OSINT ToolBox empowering users with tools for effective intelligence gathering from open sources. From social media monitoring 📱 to data analysis 📊, it offers a centralized platform for seamless OSINT investigations.

data-science data-visualization database forensic-analysis forensics forensics-tools framework information-retrieval infosec osint osint-framework osint-python osint-resources osint-tool osint-toolkit people-search reconnaissance

Last synced: 13 Nov 2024

https://github.com/jkoutsikakis/pytorch-wrapper

Provides a systematic and extensible way to build, train, evaluate, and tune deep learning models using PyTorch.

data-science deep-learning machine-learning neural-network python pytorch pytorch-wrapper tensor

Last synced: 07 Aug 2024

https://github.com/jeroenjanssens/python-polars-the-definitive-guide

Scripts and datasets for the O'Reilly book Python Polars: The Definitive Guide

data-science oreilly oreilly-books polars polars-dataframe python

Last synced: 17 Nov 2024

https://github.com/giswqs/manjaro-linux

Shell scripts for setting up Manjaro Linux for Python programming and deep learning

data-science deep-learning gis kde manjaro manjaro-linux notebook-jupyter python r remote-sensing shell-scripts tensorflow

Last synced: 14 Nov 2024

https://github.com/tidypyverse/tidypandas

A grammar of data manipulation for pandas inspired by tidyverse

data-analysis data-science dataframe dataframe-library dplyr pandas python tidyverse

Last synced: 07 Nov 2024

https://github.com/OpenSTEF/openstef

Automated Machine Learning pipelines. Builds the Open Short Term Energy Forecasting package.

data-science energy energy-forecasting forecasting machine-learning python time-series

Last synced: 14 Nov 2024

https://github.com/cedrickchee/data-science-notebooks

Data science Python notebooks—a collection of Jupyter notebooks on machine learning, deep learning, statistical inference, data analysis and visualization.

data-science deep-learning fastai kaggle keras machine-learning notebooks numpy pandas python pytorch tensorflow

Last synced: 17 Nov 2024

https://github.com/eclipse-zenoh-flow/zenoh-flow

zenoh-flow aims at providing a zenoh-based data-flow programming framework for computations that span from the cloud to the device.

autonomous-vehicles data-science dataflow-programming machine-learning robotics ros2 rust-lang

Last synced: 14 Nov 2024

https://github.com/lsys/lexicalrichness

:smile_cat: :speech_balloon: A module to compute textual lexical richness (aka lexical diversity).

data-mining data-science information-retrieval lexical-analysis lexical-analyzer linguistic-analysis natural-language natural-language-processing nlp python

Last synced: 16 Nov 2024

https://github.com/zetane/zetaforge

Open source AI platform for rapid development of advanced AI and AGI pipelines.

agi ai claude data-science developer-tools gpt kubernetes llm machine-learning ml ml-pipelines mlops python workflow workflow-orchestration zetaforge

Last synced: 17 Nov 2024

https://github.com/asavinov/prosto

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

business-intelligence data-preparation data-preprocessing data-processing data-science data-wrangling feature-engineering map-reduce olap pandas python spark workflow

Last synced: 07 Nov 2024

https://github.com/firmai/business-analytics-and-mathematics-python-book

Advanced Business Analytics and Mathematics with Python (by @firmai)

analytics business data-analysis data-science mathematics python

Last synced: 04 Aug 2024

https://github.com/talegari/tidypandas

A grammar of data manipulation for pandas inspired by tidyverse

data-analysis data-science dataframe dataframe-library dplyr pandas python tidyverse

Last synced: 12 Aug 2024

Data Science Awesome Lists
awesome-datascience 847 Awesome-pytorch-list 704 awesome-bigdata 621 awesome-R 482 awesome-mlops 299 awesome-jupyter 205 awesome-computer-science-opportunities 153 awesome-machine-learning-interpretability 1,220 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 data-science-with-ruby 101 StarryDivineSky 9,513 awesome-learn-datascience 43 awesome-feature-engineering 69 awesome-r-learning-resources 139 awesome-data-science-resoruces 36 awesome-ai 267 awesome-public-real-time-datasets 42 machine-learning-resources 56 ai-catalog 70 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 1,028 data-science-learning-path 70 awesome-scientific-python 131 awesome-arcgis-developers 176 awesome-kubeflow 139 awesome-data-contracts 57 awesome-ml-blogs 96 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 awesome-generative-ai-meets-julia-language 58
Data Science Categories
A01_文本生成_文本对话 1,409 Uncategorized 1,002 前端开发框架及项目 568 Community and Official Guidance Resources 554 其他_机器学习与深度学习 423 网络服务 382 Books 380 Awesome Resources 352 Machine Learning 328 Research Articles and Reports 316 其他_机器视觉 298 Table of Contents 290 Literature and Media 289 其他 288 The Data Science Toolbox 288 Education Resources 282 Data Versioning for Machine Learning 258 其他_安全与渗透 254 NLP语料和数据集 250 Tools 238