Repository Index

Machine learning lessons and teaching projects designed for engineers

• machine-learning-tutorials
• deep-learning-tutorials

A checklist for incorporation so you can get back to building your product, fundraising, etc.

• incorporation
• incorporation-documents
• irs
• foundersandcoders

Code that goes along with my screencasts.

This publication is a collection of various common attack scenarios on Microsoft Entra ID (formerly known as Azure Active Directory) and how they can be mitigated or detected.

• azureactivedirectory
• itdr
• microsoftentraid
• microsoftsentinel

Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.

• mathematics
• linear-algebra
• python
• jupyter

This project is waiting for your contribution. If you have never contributed code on GitHub before, this is the project to get you started.

• help-wanted
• good-first-issue
• contributions-welcome
• html

😜 记录日常的开发技巧，开发中遇到的技术重点、难点，各个知识点的总结，优质面试题等等。持续更新...

• android
• java
• architecture
• jvm

A guide to get either Yuzu or Ryujinx running on your PC. Includes links for games, keys, firmware, shaders and some other stuff. Made for 128BitBay.

An interactive book on deep learning. Much easy, so MXNet. Wow. [Straight Dope is growing up] ---> Much of this content has been incorporated into the new Dive into Deep Learning Book available at https://d2l.ai/.

Android 进阶

• router
• hotfix
• source-code
• android

动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

• large-language-models
• llm
• ollama
• tutorial

🧭 Architecture-first system design: 26 bilingual tutorials, 25 architecture templates, and 6 end-to-end cases covering distributed systems, AI-native systems, RAG, coding Agents, and production trade-offs.

• architecture-decision-records
• architecture-patterns
• backend
• c4-model

A collection of succinct guides - Public Domain

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

• pytorch
• deep-learning
• machine-learning
• computer-vision

A python tutorial on bayesian modeling techniques (PyMC3)

• bayesian-statistics
• tutorial
• pymc
• python

Timeouts for popular Ruby gems

A collection of smart contract vulnerabilities along with prevention methods

• blockchain
• ethereum
• security
• solidity

*That Project's project repository

• esp32
• espressif
• lvgl
• gfx

Guidelines and training material to write secure smart contracts

使用 Prompts 和 Chains 让 ChatGPT 成为神奇的生产力工具！Unlocking the power of LLMs.

• bard
• best-practices
• chatgpt
• large-language-models

The repository host gives no description.

:computer:深度学习实战：手写数字识别、Discuz验证码识别、垃圾分类、语义分割

• deep-learning
• pytorch
• tensorflow
• python

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

• milvus
• unstructured-data
• image-search
• audio-search

A code example and translation project of SwiftUI. / 一个 SwiftUI 的示例、翻译的教程项目。

• swiftui
• swift
• swiftui-example
• swiftuiexa