Repository Index

Pocket Flow: Codebase to Tutorial

• coding
• large-language-model
• large-language-models
• llm

Install Jenkins, configure Docker as slave, set up cicd, deploy applications to k8s using Argo CD in GitOps way.

• argocd
• cicd
• docker
• gitops

TranslatedA tutorial and implement of disease centered Medical knowledge graph and qa system based on it. Knowledge graph construction, automatic question answering, KG-based automatic question answering. A medium-scale medical-domain knowledge graph centered on diseases, which is used to provide automatic question answering and analysis services.

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

• neural-network
• image-classification
• machine-learning
• caffe

Claude Code Guide - Setup, Commands, workflows, agents, skills & tips-n-tricks from beginner to power user!

• ai
• ai-agent
• ai-agent-tools
• claude

Build desktop apps built with Python. Examples for PyQt6, PySide6, Flet, DearPyGUI, Kivy, NiceGUI, Streamlit, Tkinter, PyQt5 & PySide2

• python
• python3
• pyqt
• pyqt5

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

• deep-learning
• neural-network
• tensorflow
• machine-learning

TranslatedTensorflow tutorial from basic to hard, 莫烦Python (Mo Fan Python, "Morvan Python") Chinese AI teaching

• tensorflow
• tensorflow-tutorials
• gan
• generative-adversarial-network

TranslatedCNN-RNN Chinese text classification, based on TensorFlow

• tensorflow
• cnn
• text-classification
• chinese

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

• agent
• agentic-ai
• agents
• authentication

Python hands on tutorial with 50+ Python Application (10 lines of code) By @xiaowuc2

• python
• python-application
• python-project
• voice-recorder

Lets Git started in the world of opensource, starting in the Zero To Mastery's opensource playground. Especially designed for education and practical experience purposes.

• getting-started
• giting-started
• opensource-intro

Using python and scikit-learn to make stock predictions

• stock-prediction
• machine-learning
• scikit-learn
• python

Transformers 库快速入门教程

• nlp
• pytorch
• transformers
• bert

Text Classification Algorithms: A Survey

• text-classification
• nlp-machine-learning
• document-classification
• text-processing

A 100-day challenge exploring IoT and embedded systems using ESP32, ESP8266, and Raspberry Pi Pico with MicroPython. Each day covers a new sensor or module with complete code, circuit diagram, and explanation.

• 100daysofcode
• cpp
• esp32
• esp8266

Application of asyncio to hardware interfaces. Tutorial and code.

• micropython
• asyncio
• embedded

Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.

• hyperopt
• hyperparameter-optimization
• hyperparameter-tuning
• hyperparameters-optimization

An E2E tutorial to create a video game controller by creating a custom pose classifier using TF Lite.