Jupyter Notebook

Python Data Science Handbook: full text in Jupyter Notebooks

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 ;)

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

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

100-Days-Of-ML-Code中文版

Best Practices on Recommendation Systems

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》)

Custom Jupyter Notebook Themes

Create HTML profiling reports from pandas DataFrame objects

Best Practices, code samples, and documentation for Computer Vision.

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

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

Multi-user server for Jupyter notebooks

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

📘 The interactive computing suite for you! ✨

Deep Learning (with PyTorch)

Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts

Jupyter notebooks for teaching/learning Python 3

Repository to store sample python programs for python learning

A collection of infrastructure and tools for research in neural network interpretability.

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的认可

Jupyter notebooks from the scikit-learn video series

Visualizer for pandas data structures