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

ageron/handson-ml
685日前25.1k

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

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

machine-learning-algorithms

machinelearning

MLEveryday/100-Days-Of-ML-Code
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100-Days-Of-ML-Code中文版

unsupervised-learning

emilwallner/Screenshot-to-code
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A neural network that transforms a design mock-up into a static website.

plotly/plotly.py
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The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

ydataai/ydata-profiling
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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

marceloprates/prettymaps
685日前10.7k

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

dunovank/jupyter-themes
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Custom Jupyter Notebook Themes

aws/amazon-sagemaker-examples
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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

jupyter/docker-stacks
684日前7.7k

Ready-to-run Docker images containing Jupyter applications

jupyterhub/jupyterhub
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Multi-user server for Jupyter notebooks

firmai/industry-machine-learning
685日前7.0k

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

practical-machine-learning

firmai

Atcold/NYU-DLSP20
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NYU Deep Learning Spring 2020

rougier/numpy-100
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100 numpy exercises (with solutions)

streetwriters/notesnook
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A fully open source & end-to-end encrypted note taking alternative to Evernote.

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List of Data Science Cheatsheets to rule the world

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😍 EASILY BUILD THE WEBSITE YOU WANT - NO CODE, JUST MARKDOWN BLOCKS! 使用块轻松创建任何类型的网站 - 无需代码。一个应用程序，没有依赖项，没有 JS

hugo-theme

rmarkdown

rstudio

static-site-generator

d2l-ai/d2l-en
684日前20.9k

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

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

scientific-visualization

nteract/nteract
685日前6.1k

📘 The interactive computing suite for you! ✨

siyuan-note/siyuan
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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
685日前1.2k

Sample code and notebooks for Vertex AI, the end-to-end machine learning platform on Google Cloud

google-cloud-platform

notebook

gcp

mlops

purocean/yn
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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.