Jupyter notebooks for summarizing and reproducing the textbook "The Elements of Statistical Learning" 2/E by Hastie, Tibshirani, and Friedman
Solutions and workflow for the Bayesian Statistics The Fun Way book in Python
Introduction to Python workshop in the Department of Geology and Geophysics at the University of ...
Scipy Cookbook
Data Science + ML Cheat Sheet collection by me
A collection of analytics methods implemented with Python on Google Colab
Use scipy.optimize.minimize as a PyTorch Optimizer.
General statistics, mathematical programming, and numerical/scientific computing scripts and note...
Material for a 24 hours course on Scientific Python
Computational Methods Course at UdeA. Forked and size reduced from:
Scientific Computing for Chemists text for teaching basic computing skills to chemistry students ...
中文版scipy-lecture-notes. 网站下线, 以离线HTML的形式继续更新, 见release.
Python实用教程,包括:Python基础,Python高级特性,面向对象编程,多线程,数据库,数据科学,Flask,爬虫开发教程。
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Ka...
Scientific Computing with Python for beginners.