⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
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Python best practices guidebook, written for humans.
Course Files for Complete Python 3 Bootcamp Course on Udemy
500 Lines or Less
The Monorepo Platform that amplifies both developers and AI agents. Nx optimizes your builds, scales your CI, and fixes failed PRs automatically. Ship in half the time.
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.
The open source frontend for GitBook doc sites
- documentation
- git
- gitbook
- markdown
🗃 Open source self-hosted web archiving. Takes URLs/browser history/bookmarks/Pocket/Pinboard/etc., saves HTML, JS, PDFs, media, and more...
- wget
- browser-bookmarks
- pinboard
A modern ebook manager and reader with sync and backup capacities for Windows, macOS, Linux, Android, iOS and Web
- epub
- reader
- txt
- mobi
The fastai deep learning library
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 ;)
- bayesian-methods
- pymc
- mathematical-analysis
- jupyter-notebook
Translated🔥🔥Over 1,000 classic computer science books, personal notes, and the resources mentioned in articles I have published on various platforms, etc. The book resources include C/C++, Java, Python, Go, data structures and algorithms, operating systems, backend architecture, computer systems knowledge, databases, computer networks, design patterns, frontend, assembly, and all kinds of interview experience write-ups for campus recruitment and experienced-hire recruitment~
- cs-books
- c
- cpp
- python
Translated:star2: Wiki of OI / ICPC for everyone. (An online walkthrough for a certain large game, containing cool arithmetic magic)
- oi
- oi-handbook
- data-structures
- algorithms
The official source code repository for the calibre ebook manager
- ebook-manager
- calibre
- python
- ebook
TranslatedLearn and understand Docker&Container technologies, with real DevOps practice!
TranslatedPumpkin Book (南瓜书, Nangua Shu): Detailed explanations of the formulas in "Machine Learning" (the Watermelon Book, 西瓜书)
- machine-learning
- pumpkin-book
- book
Readest is a modern, feature-rich ebook reader designed for avid readers offering seamless cross-platform access, powerful tools, and an intuitive interface to elevate your reading experience.
- ebook
- ebook-reader
- epub
- foliate
A game theoretic approach to explain the output of any machine learning model.
- interpretability
- machine-learning
- deep-learning
- gradient-boosting
TranslatedList of personally collected books PDF download Baidu Cloud e-book download
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
A simple screen parsing tool towards pure vision based GUI agent
The fastai book, published as Jupyter Notebooks
- notebooks
- fastai
- deep-learning
- machine-learning
Mastering Bitcoin 3rd Edition - Programming the Open Blockchain
- bitcoin
- bitcoin-api
- blockchain
- oreilly
Neural Networks: Zero to Hero