Repository Index

Translated:smiley_cat: Cat's front-end memoir. Cat's front memory, these share data are from my usual work and learning, hoping to help you, and hoping slowly improve, if you like you can star

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

• deep-learning
• coursera
• coursera-assignment
• coursera-specialization

Template iOS app using Clean Architecture and MVVM. Includes DIContainer, FlowCoordinator, DTO, Response Caching and one of the views in SwiftUI

• clean-architecture
• ios-swift
• swiftui
• mvvm-ios

Plain python implementations of basic machine learning algorithms

• machine-learning
• logistic-regression
• ipynb
• machine-learning-algorithms

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

• machine-learning
• predictive-modeling
• islr
• statistical-learning

Papers on Computational Advertising

• computational-advertising
• machine-learning
• ctr-prediction
• deep-learning

🤖 𝗟𝗲𝗮𝗿𝗻 for 𝗳𝗿𝗲𝗲 how to 𝗯𝘂𝗶𝗹𝗱 an end-to-end 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝗶𝗼𝗻-𝗿𝗲𝗮𝗱𝘆 𝗟𝗟𝗠 & 𝗥𝗔𝗚 𝘀𝘆𝘀𝘁𝗲𝗺 using 𝗟𝗟𝗠𝗢𝗽𝘀 best practices: ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 12 𝘩𝘢𝘯𝘥𝘴-𝘰𝘯 𝘭𝘦𝘴𝘴𝘰𝘯𝘴

• aws
• bytewax
• comet-ml
• generative-ai

All the deals for InfoSec related software/tools this Black Friday

A step-by-step introduction to making games and interactive media with the Pixi.js rendering engine.

TranslatedNew Concept English (《新概念英语》), all four books: online text reading aloud, sentence-by-sentence tap-to-read, Chinese-English bilingual comparison

• english
• nce
• learn

✏️ Learn how to write a hash table in C

• hash-tables
• tutorial
• c
• data-structures

Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies: OpenAI Agents SDK, Memory, MCP, A2A, Knowledge Graphs, Dapr, Rancher Desktop, and Kubernetes.

• agentic-ai
• langmem
• mcp
• openai-api

TranslatedA knowledge base for red teaming and offensive security.

• command-and-control
• execution
• exploit
• initial-access

A List of Awesome Swift Playgrounds

• swift-playgrounds
• learning-swift
• swift
• playground

:cyclone: Clean Architecture with .NET6, C#10 and React+Redux. Use cases as central organizing structure, completely testable, decoupled from frameworks

• solid-principles
• ddd-architecture
• clean-architecture
• clean-code

In-depth understanding of Node.js: Core Ideas and Source Code Analysis

• nodejs
• v8
• libuv

Learn the basics of web design in 4 minutes

• html
• tutorial

In this repository, I will share some useful notes and references about deploying deep learning-based models in production.

• deep-learning
• deep-neural-networks
• python
• pytorch

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

• agentic-ai
• agentic-rag
• agents
• rag

A Python module for learning all major algorithms

• algorithms
• data-structures
• python3
• modules

This project reproduces the book Dive Into Deep Learning (https://d2l.ai/), adapting the code from MXNet into PyTorch.

• deep-learning
• d2l
• data-science
• pytorch-implmention

A curated resource list for learning AI performance engineering, from GPU fundamentals to production inference.

The Hugging Face course on Transformers

• deep-learning
• nlp
• transformers
• hacktoberfest

☕ A practical event-driven microservices demo built with Golang. Nomad, Consul Connect, Vault, and Terraform for deployment

• clean-architecture
• echo-framework
• golang
• grpc-gateway