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TapXWorld/ChinaTextbook

Open-source repository providing free access to Chinese textbooks for primary, secondary, and university levels.

65.6K
Stable
Roff
Books & Guides
#education#textbooks#open-source

AtsushiSakai/PythonRobotics

Python robotics algorithms and textbook for developers.

28.8K
Active
Python
Computer Vision
Documentation
#robotics#algorithms#localization

harvard-edge/cs249r_book

ML Systems textbook and hands-on learning stack for building real-world AI systems

22.1K
Active
JavaScript
Books & Guides
ML Ops
#machine-learning-systems#ai-engineering#ml-ops

ShangtongZhang/reinforcement-learning-an-introduction

Python implementation of the reinforcement learning concepts from the classic textbook.

14.6K
Archived
Python
Reinforcement Learning
Python
#reinforcement-learning#artificial-intelligence#machine-learning

ctgk/PRML

A Python library implementing algorithms from the classic 'Pattern Recognition and Machine Learning' textbook.

11.7K
Experimental
Jupyter Notebook
LLM Frameworks
Python
#machine-learning#pattern-recognition#data-science

fastai/numerical-linear-algebra

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

10.7K
Archived
Jupyter Notebook
Linear-Algebra
Python
#linear-algebra#data-science#machine-learning

gzc/CLRS

This is a repository containing solutions to the classic textbook 'Introduction to Algorithms'.

9.6K
Archived
C++
Books & Guides
#algorithms#textbook#computer-science

ahrm/sioyek

Sioyek is a powerful PDF viewer focused on textbooks and research papers, with a range of features for developers.

8.8K
Active
C
Frontend Frameworks
CLI Tools
React
#pdf#pdf-viewer#research-paper

applenob/Cpp_Primer_Practice

A repository for learning and practicing C++ using the C++ Primer 5th edition textbook.

8.6K
Experimental
C++
Tutorials & Courses
Backend Frameworks
C++
#c++#programming-language#textbook

jeffgerickson/algorithms

A bug-tracking system for Jeff's algorithms book and notes.

8.1K
Archived
#bug-tracking#algorithms#notes

Vay-keen/Machine-learning-learning-notes

A comprehensive collection of machine learning concepts and algorithms from the 'Machine Learning' textbook.

7.7K
Archived
Books & Guides
LLM Frameworks
#machine-learning#algorithms#textbook

kevin-wayne/algs4

Algorithms, 4th edition textbook code and libraries for Java developers

7.5K
Active
Java
Books & Guides
CLI Tools
Java
#algorithms#textbook#java

norvig/paip-lisp

Lisp code for the textbook 'Paradigms of Artificial Intelligence Programming'

7.4K
Archived
Common Lisp
React
#lisp#artificial-intelligence#programming-textbook

adamschwartz/magic-of-css

A CSS course to turn developers into design wizards through practical examples and tutorials.

6.7K
Experimental
CSS
Animation & Motion
Tutorials & Courses
#css#design#examples

moranzcw/Computer-Networking-A-Top-Down-Approach-NOTES

A collection of notes and code samples for a popular computer networking textbook, focused on developers interested in network protocols and Wireshark.

5.2K
Archived
Python
Backend & APIs
CLI Tools
Python
#network#tcp#udp

openmlsys/openmlsys-zh

A comprehensive Chinese textbook on machine learning systems design and implementation.

4.8K
Archived
TeX
Machine Learning Ops
Books & Guides
#machine-learning#systems-design#textbook

happycola233/tchMaterial-parser

A Python tool to download electronic textbooks from the China National Primary and Secondary School Smart Education Platform.

4.7K
Active
Python
Backend Frameworks
#education#pdf#textbook

oreilly-japan/deep-learning-from-scratch

Educational textbook implementation teaching deep learning fundamentals from scratch using NumPy

4.7K
Archived
Jupyter Notebook
Books & Guides
ML Ops
NumPy
#deep-learning#neural-networks#jupyter-notebook

algorithmica-org/algorithmica

Interactive computer science textbook covering algorithms, data structures, and complexity theory with Jupyter notebooks.

4.7K
Archived
Jupyter Notebook
Books & Guides
Tutorials & Courses
Jupyter Notebook
#algorithms#data-structures#computer-science

JWarmenhoven/ISLR-python

Python implementation of the machine learning techniques from the ISLR textbook.

4.4K
Archived
Jupyter Notebook
Machine Learning Ops
Tutorials & Courses
Jupyter Notebook
#machine-learning#predictive-modeling#statistical-learning
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