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Data Science

624 projects

Showing 36 of 624 projects

markusschanta/awesome-jupyter, "Hosted Notebook Solutions"
markusschanta/awesome-jupyter, "Hosted Notebook Solutions"

A curated list of awesome Jupyter projects, libraries, and resources for data science and interactive computing.

#jupyterlab-extension#notebook-tools#jupyterhub
Stars4.6k
Forks463
Last commit23 hours ago
datascience
datascience

A curated collection of Python libraries, tutorials, and tools for data science, from data wrangling to machine learning and visualization.

#data-science#statistics#deep-learning
Stars4.6k
Forks716
Last commit1 month ago
TensorFlow Book
TensorFlow BookJupyter Notebook

Official code repository for the 'Machine Learning with TensorFlow' book with practical examples.

#code-examples#autoencoder#data-science
Stars4.4k
Forks1.2k
Last commit3 years ago
Oryx
OryxJupyter Notebook

A library for probabilistic reasoning and statistical analysis integrated with TensorFlow and JAX.

#statistical-analysis#variational-inference#jax
Stars4.4k
Forks1.1k
Last commit17 days ago
Data Visualization
Data Visualization

A curated list of awesome open-source data visualization libraries, frameworks, and resources across multiple programming languages.

#chart#developer-tools#open-source
Stars4.4k
Forks466
Last commit2 years ago
A curated list of awesome data visualization libraries and resources.
A curated list of awesome data visualization libraries and resources.

A curated list of awesome open-source data visualization libraries, frameworks, and resources across multiple programming languages.

#chart#developer-tools#open-source
Stars4.4k
Forks466
Last commit2 years ago
Data Visualization
Data Visualization

A curated list of awesome open-source data visualization libraries, frameworks, and resources across multiple programming languages.

#chart#developer-tools#open-source
Stars4.4k
Forks466
Last commit2 years ago
Mercury
MercuryPython

A framework for building interactive web applications directly from Python notebooks, including chats, AI agents, dashboards, and reports.

#jupyterlab-extension#jupyter-lab#data-science
Stars4.3k
Forks292
Last commit15 days ago
JupyterLab Desktop
JupyterLab DesktopTypeScript

A cross-platform desktop application for JupyterLab, providing the easiest way to run Jupyter notebooks locally.

#desktop-application#notebook#data-science
Stars4.3k
Forks475
Last commit1 day ago
pattern_classification
pattern_classificationJupyter Notebook

A comprehensive collection of tutorials, examples, and resources for understanding and solving machine learning and pattern classification problems.

#educational-resources#data-science#machine-learning-algorithms
Stars4.2k
Forks1.3k
Last commit
CML
CMLJavaScript

An open-source CLI tool for implementing CI/CD workflows with a focus on MLOps, automating ML experiments and reporting.

#developer-tools#devops#cicd
Stars4.2k
Forks345
Last commit1 year ago
"most important thing in data science is the question"
"most important thing in data science is the question"HTML

Course materials for the Johns Hopkins Data Science Specialization on Coursera.

#coursera#data-science#statistics
Stars4.2k
Forks31.0k
Last commit5 years ago
Data Science Specialization
Data Science SpecializationHTML

Course materials for the Johns Hopkins Data Science Specialization on Coursera.

#coursera#data-science#statistics
Stars4.2k
Forks31.0k
Last commit5 years ago
aws-sdk-pandas
aws-sdk-pandasPython

A Python library that simplifies data integration between pandas and AWS services like Athena, S3, Redshift, and more.

#apache-arrow#data-science#glue-catalog
Stars4.1k
Forks737
Last commit3 days ago
aws-data-wrangler
aws-data-wranglerPython

A Python library that simplifies data integration between pandas and AWS services like Athena, S3, Redshift, and more.

#apache-arrow#data-science#redshift
Stars4.1k
Forks737
Last commit3 days ago
Network Analysis
Network AnalysisR

A curated list of resources for constructing, analyzing, and visualizing network data across various disciplines.

#semantic-networks#data-science#complex-networks
Stars4.1k
Forks637
Last commit
Awesome Machine Learning Interpretability
Awesome Machine Learning Interpretability

A curated list of practical resources for responsible machine learning, covering interpretability, governance, safety, and ethics.

#ai-safety#xai#model-auditing
Stars4.0k
Forks629
Last commit1 month ago
deepchecks
deepchecksPython

An open-source solution for continuous validation of machine learning models and data, from research to production.

#data-testing#ml-validation#python-library
Stars4.0k
Forks302
Last commit6 months ago
Hydrogen
HydrogenTypeScript

Run code interactively, inspect data, and plot using Jupyter kernels directly inside the Atom text editor.

#data-science#atom#repl
Stars4.0k
Forks340
Last commit5 days ago
Introduction to machine learning with scikit-learn
Introduction to machine learning with scikit-learnJupyter Notebook

A collection of Jupyter notebooks accompanying a 10-part video series teaching machine learning with Python's scikit-learn library.

#video-tutorials#educational#ml-workflow
Stars3.8k
Forks2.5k
Last commit
Tablesaw
TablesawJava

A Java dataframe and visualization library for data loading, cleaning, transformation, and analysis.

#statistical-analysis#chart#data-science
Stars3.8k
Forks649
Last commit1 day ago
RISE
RISEJavaScript

A Jupyter/IPython extension that transforms notebooks into interactive Reveal.js slideshows with live execution.

#notebook-tools#reveal-js#presentation-tool
Stars3.7k
Forks410
Last commit2 years ago
Machine Learning For Hackers <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">
Machine Learning For Hackers <img class="emoji" alt="heart" src="https://cdn.jsdelivr.net/gh/qinwf/awesome-R@3c66da6e291bcc0520b1649125b0bed750896a9a/heart.png" height="20" align="absmiddle" width="20">R

R code examples from the 'Machine Learning for Hackers' book, demonstrating practical machine learning techniques.

#code-examples#statistical-analysis#practical-ml
Stars3.7k
Forks2.2k
Last commit
Leafmap
LeafmapPython

A Python package for interactive mapping and geospatial analysis with minimal coding in Jupyter notebooks.

#open-source-gis#whiteboxtools#dataviz
Stars3.7k
Forks465
Last commit4 days ago
polyaxon
polyaxonMDX

An open-source platform for building, training, and monitoring large-scale deep learning applications with full lifecycle MLOps.

#distributed-training#hyperparameter-tuning#workflow-orchestration
Stars3.7k
Forks329
Last commit9 days ago
ggplot
ggplotPython

A Python implementation of the grammar of graphics for creating statistical visualizations.

#matplotlib#statistical graphics#data-science
Stars3.7k
Forks562
Last commit3 years ago
chartify
chartifyPython

A Python library that simplifies chart creation for data scientists with consistent data formats and smart defaults.

#data-science#python#plotting
Stars3.6k
Forks332
Last commit1 year ago
Chartify
ChartifyPython

A Python library that simplifies chart creation for data scientists with consistent data formats and smart defaults.

#data-science#python#plotting
Stars3.6k
Forks332
Last commit1 year ago
Ploomber
PloomberPython

The fastest way to build data pipelines with iterative development and deployment anywhere.

#deployment#pipelines#airflow
Stars3.6k
Forks242
Last commit1 year ago
A Jupyter Notebook Blogging Platform Powered by GitHub Actions, Pages and Jekyll
A Jupyter Notebook Blogging Platform Powered by GitHub Actions, Pages and JekyllJupyter Notebook

An easy-to-use blogging platform with enhanced support for Jupyter Notebooks, Word docs, and Markdown, powered by GitHub Actions.

#actions#jekyll#data-science
Stars3.5k
Forks728
Last commit
ML Workspace
ML WorkspaceJupyter Notebook

A web-based IDE for machine learning and data science with pre-installed libraries and tools, deployable via Docker.

#jupyter-lab#data-science#deep-learning
Stars3.5k
Forks458
Last commit2 years ago
Data Science
Data Science

A curated list of Python software for data science, covering machine learning, deep learning, visualization, and data manipulation.

#data-science#deep-learning#awesome-list
Stars3.5k
Forks454
Last commit3 months ago
Ethen's Notebook Collection
Ethen's Notebook CollectionHTML

A comprehensive collection of machine learning tutorials and implementations in Python, covering algorithms from scratch to production deployment.

#python-tutorials#data-science#deep-learning
Stars3.5k
Forks675
Last commit
TensorWatch
TensorWatchJupyter Notebook

A debugging and visualization tool for data science, deep learning, and reinforcement learning in Jupyter Notebook.

#ai#data-science#deep-learning
Stars3.5k
Forks362
Last commit3 months ago
Koalas
KoalasPython

Koalas provides the pandas DataFrame API on Apache Spark, enabling data scientists to work with big data using familiar pandas syntax.

#apache-spark#spark#mlflow
Stars3.4k
Forks369
Last commit2 years ago
pgmpy
pgmpyPython

A Python toolkit for causal and probabilistic reasoning using graphical models like Bayesian Networks and Structural Equation Models.

#causal-identification#bayesian-networks#simulation
Stars3.3k
Forks1.1k
Last commit2 days ago
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