Jupyter Notebook

The Jupyter Notebook, previously known as the IPython Notebook, is a language-agnostic HTML notebook application for Project Jupyter. Jupyter notebooks are documents that allow for creating and sharing live code, equations, visualizations, and narrative text together. People use them for data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more.

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jakevdp /PythonDataScienceHandbook

Star45k

Python Data Science Handbook: full text in Jupyter Notebooks

python numpy scikit-learn jupyter-notebook pandas matplotlib

UpdatedJun 26, 2024
Jupyter Notebook

CamDavidsonPilon /Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

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Star27.6k

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

data-science statistics jupyter-notebook bayesian-methods pymc mathematical-analysis

UpdatedJun 25, 2024
Jupyter Notebook

ageron /handson-ml

Star25.5k

⛔️ DEPRECATED – Seehttps://github.com/ageron/handson-ml3 instead.

python machine-learning deep-learning neural-network tensorflow scikit-learn jupyter-notebook ml deprecated distributed

UpdatedOct 3, 2023
Jupyter Notebook

trekhleb /homemade-machine-learning

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Star23.6k

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

python machine-learning algorithm jupyter machine-learning-algorithms jupyter-notebook machinelearning

UpdatedNov 12, 2024
Jupyter Notebook

MLEveryday /100-Days-Of-ML-Code

Star21.9k

100-Days-Of-ML-Code中文版

python machine-learning tutorial deep-learning tensorflow keras jupyter-notebook supervised-learning unsupervised-learning chinese-simplified infographics 100-days-of-ml-code

UpdatedApr 6, 2022
Jupyter Notebook

recommenders-team /recommenders

Star20.5k

Best Practices on Recommendation Systems

python kubernetes data-science machine-learning tutorial ai deep-learning rating jupyter-notebook artificial-intelligence ranking recommender recommendation-system recommendation-engine recommendation recommendation-algorithm operationalization

UpdatedJul 18, 2025
Python

plotly /plotly.py

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Star17.5k

The interactive graphing library for Python ✨

visualization d3 python webgl dashboard interactive sparkles plotly declarative jupyter-notebook regl plotlyjs graph-library plotly-dash

UpdatedJul 18, 2025
Python

emilwallner /Screenshot-to-code

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Star16.5k

A neural network that transforms a design mock-up into a static website.

machine-learning deep-learning jupyter keras jupyter-notebook cnn lstm floydhub seq2seq cnn-keras encoder-decoder

UpdatedAug 16, 2024
HTML

ydataai /ydata-profiling

Star13k

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

python data-science machine-learning statistics deep-learning jupyter pandas-dataframe exploratory-data-analysis jupyter-notebook eda pandas exploration data-analysis html-report data-exploration hacktoberfest pandas-profiling data-quality data-profiling big-data-analytics

UpdatedJun 18, 2025
Python

chenyuntc /pytorch-book

Star12.5k

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

deep-learning jupyter-notebook nn pytorch autograd caption gan image-classification tensorboard tensor neural-style visdom pytorch-tutorials pytorch-tutorials-cn charrnn neuraltalk

UpdatedDec 24, 2023
Jupyter Notebook