The official online compendium for Mining the Social Web, 2nd Edition (O'Reilly, 2013)
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neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support
Code from the book "Algorithms" (4th ed.) by Robert Sedgewick and Kevin Wayne (original, and my solutions to exercises).
Zen and the Art of the Objective-C Craftsmanship
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
- machine-learning
- deep-learning
- python
- classification
WebRTC for the Curious: Go beyond the APIs
A middle-to-high level open source algorithm book designed with coding interview at heart!
- leetcode
- algorithms
- algorithms-and-data-structures
- python
The AI Compendium, previously called the ML Compendium, curates resources and explanations of machine learning (ML) and deep learning, from a business problem through data, AI, engineering, and product.
- machine-learning
- deep-learning
- algorithms
- product-management
Sample Code of the App Architecture Book
XML sources of SICP and SICP JS, and support for generating Interactive SICP JS, PDF, e-book and comparison editions
- javascript
- textbook
- source-academy
- sicp
Contributed code examples from O'Reilly Android Cookbook. See #user-content-table README below!
Book source for Controls Engineering in the FIRST Robotics Competition
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
- riemann-solver
- python
- jupyter-notebook
- book
Demo Game for Mobile HTML5 Game Development
Build systems with Go examples
- golang
- go
- book
- programming-language
A comprehensive guide to debugging tools for modern, complex front-end applications. This handbook provides practical, real-world guidance on a complete suite of tools, from Chrome DevTools and framework extensions to integrated IDE debuggers.
- chrome-devtools
- chrome-devtools-mcp
- react-devtools
- redux-devtools
A Guide for Localization and Globalization Professionals
Mobile Deep Learning Projects, published by Packt
WIP web app version of The Shortest Ember Book
- hacktoberfest
- ember
Comprehensive guides to GTFS and GTFS Realtime
- gtfs
- gtfs-realtime
- transit
- bus