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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 ;)
TranslatedAuthoritative Guide to CTF Competitions
Building a modern functional compiler from first principles.
Code for Head First Design Patterns book (2020)
Book_6_《数据有道》 | 鸢尾花书：从加减乘除到机器学习；欢迎大家批评指正！纠错多的同学会得到赠书感谢！
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
ML algorithms implemented and derived from first-principles in Jupyter Notebooks and NumPy
Examples and Code snippets from the first AngularJS O'Reilly book which is now heavily out of date!
Harness Engineering 101 — building AI agents from first principles. The LLM is the brain; the harness is the body.
Tutorials, datasets, and other material associated with textbook "A First Course in Network Science" by Menczer, Fortunato & Davis
Book source for Controls Engineering in the FIRST Robotics Competition
The book's repo
Chapter 7: Social app with Firebase and Ionic 2