Repository Index

:satellite: All You Need to Know About Deep Learning - A kick-starter

• deep-learning
• resources

Awesome IoT. A collaborative list of great resources about IoT Framework, Library, OS, Platform

• iot
• iot-cloud
• iot-device
• azure-iot

Translated"Large Language Models" (《大语言模型》), authors: Zhao Xin, Li Junyi, Zhou Kun, Tang Tianyi, Wen Jirong

• artificial-intelligence
• deep-learning
• deep-neural-networks
• deep-reinforcement-learning

The repository host gives no description.

TranslatedChinese natural language processing datasets, materials for everyday experiments. Contributions via pull requests are welcome.

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

• pytorch
• sentiment-analysis
• tutorial
• rnn

TranslatedPython web crawler tutorial that takes you from zero to one, covering JS reverse engineering, Selenium, Tesseract OCR recognition, the use of MongoDB, and the Scrapy framework

Python code for common Machine Learning Algorithms

• linear-regression
• polynomial-regression
• logistic-regression
• decision-trees

Full toolkit for running an AI agent service built with LangGraph, FastAPI and Streamlit

• agents
• langgraph
• streamlit

Full Stack Web Development with Flask.

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

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

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and OCI services

• artificial-intelligence
• generative-ai
• kubernetes
• kustomize

TranslatedWith only a Python foundation, build your own embodied intelligence robot from scratch; step by step from scratch, build VLA/OpenVLA/SmolVLA/Pi0, and gain a deep understanding of embodied intelligence

• embodied-agent
• embodied-ai
• embodied-intelligence
• openvla

TensorFlow Basic Tutorial Labs

• tensorflow
• keras
• mxnet
• pytorch

TranslatedPython Best Practices Guide. The chinese translation of "Hitchhiker's Guide to Python".

TranslatedNeeding only a Python foundation, build large language models from scratch; build GLM4\Llama3\RWKV6 step by step from scratch, to gain a deep understanding of how large models work

• glm
• llama
• llm
• rwkv

TranslatedSearch all Chinese NLP datasets, with commonly used English NLP datasets included

• nlp
• datasets
• chinese
• ner

🙌 Welcome open-source Python mini-project contributions!

• python
• python-mini-projects
• data-science
• data-visualization

Solve puzzles. Improve your pytorch.

• machine-learning
• puzzle
• torch

Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft

• machine-learning
• notebook
• azure
• deep-learning

Pre-trained Deep Learning models and demos (high quality and extremely fast)

• models
• caffemodel
• demo
• tensorflow-models

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

• tensorflow
• machine-learning
• regression
• convolutional-neural-networks

Translated500 Lines or Less Chinese translation project.

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1