《Python 数据科学手册》，全文以Jupyter Notebooks形式呈现
⚡ A Fast, Extensible Progress Bar for Python and CLI
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 ;)
#计算机科学#⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
#算法刷题#该仓库包含了 Python 实现的流行的机器学习算法示例，带有数学理论解释。使用交互式的Jupyer Notebook，可直接在浏览器中运行查看结果、图表、预测。大部分内容出自Andrew Ng的机器学习课程
一个使用Python构建机器学习、数据分析web app的框架，无需 JavaScript
#计算机科学#100-Days-Of-ML-Code中文版
#计算机科学#Best Practices on Recommendation Systems
Interactive Data Visualization in the browser, from Python
The interactive graphing library for Python ✨
#计算机科学#将设计原型转换为静态网站的神经网络。
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
#速查表 cheatsheets#有关数据科学的 Cheatsheets
#计算机科学#Machine Learning Toolkit for Kubernetes
#计算机科学#1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
#计算机科学#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》)
Draw pretty maps from OpenStreetMap data! Built with osmnx +matplotlib + shapely
