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ByteByteGoHq/system-design-101

System Design 101 explains complex systems with visuals and simple terms for system design interviews and learning.

80.0K
Experimental
Interview Prep
CI/CD
#system-design#interview-prep#cloud-computing

anthropics/claude-code

Claude Code is an AI coding agent that helps developers code faster in their terminal and IDEs.

74.2K
Active
Shell
AI Coding Agents
#ai-coding-agent#terminal-tool#git-workflows

alex/what-happens-when

Explains the detailed technical process of typing 'google.com' and pressing enter in a browser.

42.8K
Archived
Interview Prep
Frontend Frameworks
#browser-process#interview-questions#web-development

satwikkansal/wtfpython

Explains surprising Python snippets and gotchas for learning and interviews

36.9K
Stable
Python
Coding Challenges
Documentation
#python#gotchas#interview-questions

aosabook/500lines

Book explaining software design through small code examples

29.6K
Archived
JavaScript
Books & Guides
#software-design#code-examples#education

shap/shap

SHAP explains ML model outputs using Shapley values for interpretability.

25.1K
Active
Jupyter Notebook
ML Ops
#explainability#machine-learning#shapley-values

trekhleb/homemade-machine-learning

Interactive machine learning algorithms in Python with Jupyter demos

24.3K
Stable
Jupyter Notebook
ML Ops
Jupyter Notebook
#machine-learning#jupyter-notebook#python

EthicalML/awesome-production-machine-learning

Curated list of open source libraries for deploying, monitoring, and scaling machine learning in production

20.2K
Active
ML Ops
#machine-learning#mlops#ai

vasanthk/how-web-works

A developer resource explaining the inner workings of web browsers and the internet.

16.7K
Archived
Backend & APIs
#web-development#browser#internet

kmario23/deep-learning-drizzle

A comprehensive collection of deep learning, reinforcement learning, and machine learning resources for vibe coders.

12.8K
Archived
HTML
Machine Learning
#deep-learning#machine-learning#computer-vision

jacobgil/pytorch-grad-cam

Advanced AI Explainability library for computer vision models built with PyTorch.

12.7K
Experimental
Python
Computer Vision
PyTorch
#computer-vision#explainable-ai#grad-cam

marcotcr/lime

A Python library for explaining the predictions of any machine learning classifier.

12.1K
Archived
JavaScript
LLM Wrappers & SDKs
#machine-learning#explainable-ai#interpretability

poloclub/cnn-explainer

An interactive visualization tool for learning Convolutional Neural Networks (CNNs) and deep learning.

8.9K
Archived
JavaScript
Computer Vision
Charts & Visualization
JavaScript
#interactive-visualization#deep-learning#machine-learning

dair-ai/ML-Papers-Explained

Provides explanations of key concepts in machine learning for developers.

8.5K
Experimental
LLM Wrappers & SDKs
Tutorials & Courses
#machine-learning#deep-learning#documentation

Dhghomon/easy_rust

Rust explained using easy English for developers to learn the language efficiently.

8.3K
Archived
Shell
Tutorials & Courses
CLI Tools
#rust#learning#tutorials

7kms/react-illustration-series

An illustration series that aims to explain the inner workings of the React library in detail.

7.9K
Archived
TypeScript
Component Libraries (React)
Tutorials & Courses
React
#react#fiber#hook

amejiarosario/dsa.js-data-structures-algorithms-javascript

A comprehensive JavaScript library for learning and implementing data structures and algorithms.

7.8K
Archived
JavaScript
Tutorials & Courses
Backend Frameworks
JavaScript
#algorithms#data-structures#computer-science

Bogdan-Lyashenko/js-code-to-svg-flowchart

A JavaScript visualization library that converts any code into beautiful SVG flowcharts for learning, design, refactoring, and documentation.

7.1K
Archived
JavaScript
Charts & Visualization
Visualization
JavaScript
#javascript#visualization#flowchart

poloclub/transformer-explainer

An interactive visualization tool that explains how transformer language models work, targeting AI-focused developers.

6.9K
Active
JavaScript
LLM Frameworks
Charts & Visualization
React
#generative-ai#language-model#llm

interpretml/interpret

Interpret is a framework for fitting interpretable machine learning models and explaining black-box models.

6.8K
Active
C++
Interpretability
CLI Tools
scikit-learn
#ai#machine-learning#interpretability

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