Project containig related material for my TensorFlow articles
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Redux 简明教程。本教程深入浅出，配套入门、进阶源码解读以及文档注释丰富的 Demo 等一条龙服务
A checklist for incorporation so you can get back to building your product, fundraising, etc.
- incorporation
- incorporation-documents
- irs
- foundersandcoders
Machine learning lessons and teaching projects designed for engineers
- machine-learning-tutorials
- deep-learning-tutorials
Code that goes along with my screencasts.
A collection of IPython notebooks covering various topics.
TensorFlow Tutorials
- tensorflow-tutorials
- convolutional-neural-networks
- recurrent-neural-networks
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
This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
- ai
- chromadb
- cookbooks
- faiss
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
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/.
动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/
Everything we actually know about the Apple Neural Engine (ANE)
- neural-engine
- ane
- coreml
- iphone
Learn Python for the next 30 (or so) Days.
使用腾讯云函数一分钟搭建 OpenAI 免翻墙代理
🧭 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
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
A collection of smart contract vulnerabilities along with prevention methods
Coding the Machine Learning Tutorial for Learning to Learn
使用 Prompts 和 Chains 让 ChatGPT 成为神奇的生产力工具！Unlocking the power of LLMs.
Tesseract documentation
Build an email assistant with human-in-the-loop and memory
- agents
- memory
:ear_of_rice: A step-by-step blockchain tutorial in simplified Chinese