Programming Bookmarks
Online Books
- Hands-On Data Visualization
- R Cookbook, 2nd Edition
- ggplot2: Elegant Graphics for Data Analysis
- Data Science at the Command Line
- Mastering Shiny
- Probability, Statistics, and Data
- Computational and Inferential Thinking: The Foundations of Data Science
- Data Science Desktop Survival Guid
- Data Science in Julia for Hackers
- Learning Data Science
- Fundamentals of Data Visualization
- A Beginner’s Guide to Clean Data
- Python Data Science Handbook
- R for Data Science
- Statistical Inference via Data Science: A ModernDive into R and the Tidyverse
- Happy Git and GitHub for the useR
- Agile Data Science with R
- Spatial Modelling for Data Scientists
- Geocomputation with R
- Spatial Data Science with applications in R
- Efficient R programming
- Data Science in a Box
- Introduction to Modern Statistics
- Modern Statistics with R
- Supervised Machine Learning for Text Analysis in R
- Interactive web-based data visualization with R, plotly, and shiny
- Best Coding Practices for R
- Statistical rethinking with brms, ggplot2, and the tidyverse: Second edition
- Text Mining with R
- Exploring, Visualizing, and Modeling Big Data with R
- Modern Data Science with R, 2nd edition
- Mastering Spark with R
- Advanced R, 2nd edition
- R for Excel Users
- 21 Recipes for Mining Twitter Data with rtweet
- Automate the Boring Stuff with Python
- Data Visualization: A practical introduction
- Bayesian Methods for Hackers
- Introduction to Data Science: Data Analysis and Prediction Algorithms with R
- A Programmer’s Guide to Data Mining
- The Tidyverse Cookbook
- Data Science: An Introduction
- Machine Learning and Big Data: Intuitive ML and big data in C++, Scala, Java and Python
- Modern Statistics for Modern Biology
GTK
- The GTK toolkit
- GTK 3.0 toolkit
- Python GTK+ 3 Tutorial
- Ruby-GNOME2 Project (github)
- Ruby binding of GTK+ 3
- GTK @ RIP tutorial
- Ruby GTK+ 3 Tutorial
- Creating a Linux Desktop application with Ruby
RFC
- RFC 1945 - Hypertext Transfer Protocol HTTP/1.0
- RFC 2616 - Hypertext Transfer Protocol HTTP/1.1
- RFC 7540 - Hypertext Transfer Protocol Version 2 (HTTP/2)
- RFC 3986 - Uniform Resource Identifier (URI): Generic Syntax
- RFC 8216 - HTTP Live Streaming
- DRAFT - Hypertext Transfer Protocol Version 3 (HTTP/3)
API
misc
Web Streaming
- Khronos royalty-free open standards
- Introduction to HTTP/2
- Media Source API
- HTTP Live Streaming
- HEIF Image Extensions
- SRT: Everything You Need to Know About the Secure Reliable Transport Protocol code
Computer Vision, Deep Learning
- OpenCV
- NVIDIA CUDA Toolkit
- PyImageSearch
- TensorFlow: Machine Learning Platform home
- Caffe: Deep learning framework home code
- Detectron: Facebook AI Research’s software system code
- Darknet github
- https://tinyvision.ai/
Object Detection and Pattern Recognition Neural Networks
- R-CNN: Region Based Convolutional Neural Network code
- Fast R-CNN: Fast Region-based Convolutional Neural Network info code
- Faster R-CNN: Fast RCNN with Region Proposal Networks info code
- Mask R-CNN: Convolutional Neural Network info code
- RetinaNet info
- YOLO: You Only Look Once info
Super Resolution Neural Networks
- DAIN: Depth-Aware video frame INterpolation home code
- EDSR: Enhanced Deep Super-Resolution Network info code
- ESPCN: Efficient Sub-Pixel Convolutional Network info code
- FSRCNN: Fast Super-Resolution Convolutional Neural Network info code
- ESRGAN: Enhanced Super-Resolution Generative Adversarial Networks info doc code
- LapSRN: The Laplacian Pyramid Super-Resolution Network info code
Learning
- https://docs.opencv.org/5.x/d9/df8/tutorial_root.html
- https://learnopencv.com/
- https://viso.ai/deep-learning/
- https://www.geeksforgeeks.org/opencv-overview/
- https://www.tutorialspoint.com/opencv/
- https://www.udemy.com/topic/OpenCV/