The fastai book, published as Jupyter Notebooks
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Updated
Jul 10, 2024 - Jupyter Notebook
The fastai book, published as Jupyter Notebooks
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
✔(已完结)最全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】
Scientific Computing for Chemists text for teaching basic computing skills to chemistry students using Python, Jupyter notebooks, and the SciPy stack. This text makes use of a variety of packages including NumPy, SciPy, matplotlib, pandas, seaborn, NMRglue, SymPy, scikit-image, and scikit-learn.
Turn Jupyter Lab with Python into an electronic lab notebook (ELN)
A literal Python notebook, like IRL
A collection of Jupyter notebooks written while reading Applied Predictive Modeling [Kuhn & Johnson, 2013]
Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]
Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.
Pluto notebooks accompanying the book Statistics With Julia (https://statisticswithjulia.org).
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
The de facto standard for people who are looking to learn Dyalog APL from a book. This updated version is a work in progress.
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
تعمّق في التعلّم العميق: كتاب تفاعلي حول التعلّم العميق يدمج الرياضيات و الأكواد و المناقشات ليوفر تجربةَ تعلُّمٍ متكامِلَة.
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