Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases
- machine-learning
- deep-learning
- leedl-tutorial
- cnn
Repository Index
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Pragmatic, balanced FP in JavaScript. @FLJSBook on twitter.
- book
- javascript
- functional-programming
- training-materials
A guide on how to be a Programmer - originally published by Robert L Read
- learning
- programming
Companion webpage to the book "Mathematics For Machine Learning"
TranslatedOn Java 8, Chinese edition
- on-java-8
- gitbook
- thinking-in-java
The Data Engineering Cookbook
- data-engineer
- data-engineering
- big-data
- best-practices
Learning Vim and Vimscript doesn't have to be hard. This is the guide that you're looking for 📖
Beginner, advanced, expert level Rust training material
The Ultimate Go Study Guide
- golang
- computer-systems
- programming
- ebook
Practice your rust skill hardly
- rust
- practice
- example
- exercise
Python Implementation of Reinforcement Learning: An Introduction
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
The Startup CTO's Handbook, a book covering leadership, management and technical topics for leaders of software engineering teams
Bootstrap yourself to write an OS from scratch. A book for self-learner.
Code for the book Grokking Algorithms (https://www.amazon.com/dp/1633438538)
A free book that talks about design patterns/techniques used while developing with React.
- react
- data-flow
- dependency
- injection
The OWASP Mobile Application Security Testing Guide (MASTG) is a comprehensive manual for mobile app security testing and reverse engineering. It describes technical processes for verifying the OWASP Mobile Security Weakness Enumeration (MASWE) weaknesses, which are in alignment with the OWASP MASVS.
TranslatedOpen source Deep Learning book, based on TensorFlow 2.0 framework.
- tensorflow
- tensorflow2
- deeplearning
- machinelearning
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
- pytorch
- pytorch-tutorials
- pytorch-tutorials-cn
- deep-learning
Code repository of all OpenGL chapters from the book and its accompanying website https://learnopengl.com
The "Python Machine Learning (1st edition)" book code repository and info resource
- machine-learning
- machine-learning-algorithms
- logistic-regression
- data-science
An Open-source book with Modern CUDA learning Notes for Beginners - BF16/FP8/FP4, HGEMM, CuTe, Flash-Attention, etc.
- cuda
- hgemm
- cuda-kernels
- cuda-toolkit
Bartosz Milewski's 'Category Theory for Programmers' unofficial PDF and LaTeX source
- haskell
- category-theory
- functional-programming