notebook

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

jupyter-notebook

statistics

bayesian-methods

pymc

mathematical-analysis

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

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

machine-learning-algorithms

machinelearning

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100-Days-Of-ML-Code中文版

unsupervised-learning

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

exploratory-data-analysis

eda

html-report

data-exploration

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A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

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Custom Jupyter Notebook Themes

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Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

reinforcement-learning

inference

sagemaker

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Ready-to-run Docker images containing Jupyter applications

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A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

practical-machine-learning

firmai

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hugo-theme

rmarkdown

rstudio

static-site-generator

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Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

natural-language-processing

hyperparameter-optimization

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3d plotting for Python in the Jupyter notebook based on IPython widgets using WebGL

scientific-visualization

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A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.

GoogleCloudPlatform/vertex-ai-samples
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Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

google-cloud-platform

notebook

gcp

mlops

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A highly extensible Markdown editor. Version control, AI Copilot, mind map, documents encryption, code snippet running, integrated terminal, chart embedding, HTML applets, Reveal.js, plug-in, and macro replacement.