The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

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 ;)

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

stable diffusion webui colab

Recipes for using Python's pandas library

pandas中文教程

线性代数笔记

Useful functions, tutorials, and other Python-related things

A library for debugging/inspecting machine learning classifiers and explaining their predictions

IPython Parallel: Interactive Parallel Computing in Python

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at …

🪼 a python library for doing approximate and phonetic matching of strings.

Tutorial on scikit-learn and IPython for parallel machine learning

Measures the latency between CPU cores

Materials for my Pycon 2015 scikit-learn tutorial.

鉴于我没有时间继续写这个东西，这个项目暂时废止

Re-implementation of TensorFlow in pure python, with an emphasis on code understandability

A repository with IPython notebooks of algorithms implemented in Python.

Cleora AI is a general-purpose open-source model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data. Created by Synerise.com team.

Recipes for using Python's polars library

Pytho科学计算生态介绍的中文翻译，英文原文地址：

Scripts and datasets for the O'Reilly book Python Polars: The Definitive Guide

Domain Specific Languages in Python

A rust port of Python stdlib's graphlib