《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。
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Updated
Jul 30, 2024 - Python
Python is a dynamically-typed garbage-collected programming language developed by Guido van Rossum in the late 80s to replace ABC. Much like the programming language Ruby, Python was designed to be easily read by programmers. Because of its large following and many libraries, Python can be implemented and used to do anything from webpages to scientific research.
《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。
Python Data Science Handbook: full text in Jupyter Notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
The fastai book, published as Jupyter Notebooks
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
Ready-to-run Docker images containing Jupyter applications
Multi-user server for Jupyter notebooks
A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)
Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts
A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.
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]
Collection of notebooks about quantitative finance, with interactive python code.
✔(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】
Create delightful software with Jupyter Notebooks
Created by Guido van Rossum
Released February 20, 1991