TranslatedAiLearning: Data Analysis + Machine Learning in Action + Linear Algebra + PyTorch + NLTK + TF2
- fp-growth
- apriori
- mahchine-leaning
- naivebayes
Repository Index
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TranslatedMachine learning tutorials
A collection of machine learning examples and tutorials.
TranslatedClaude Code + OpenClaw + Codex + WorkBuddy Chinese tutorials | 50 complete tutorials + 1 quick reference card | 800,000+ characters of content | 1,500+ hands-on examples | AI Coding / Agent four-track learning path (programming + assistant + Agent + office work)
- ai-agent
- ai-assistant
- ai-tutorial
- anthropic
The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.
- agentic-coding
- ai-assistant
- ai-coding
- ai-pair-programming
Ultimate Python study guide 🐍 🐍 🐍
- python
- python3
- study
- programming-language
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
Translated🌟100+ original LLM / RL algorithm diagrams📚, a great gift from the author of 《大模型算法》 (Large Model Algorithms)! 💥 (100+ LLM/RL Algorithm Maps)
- llm
- reinforcement-learning
- algorithm
- nlp-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
「画像処理100本ノック」中文版本！为图像处理初学者设计的 100 个问题。
How to train a TensorFlow Object Detection Classifier for multiple object detection on Windows
Bare bone examples of machine learning in TensorFlow
- tensorflow
- tensorflow-tutorials
- distributed-computing
- simple
Write professional-grade skills for agents, validate them using LLMs, and maintain a lean context window.
哈喽！龙虾 🙋♀️ Adopt from scratch and build your first claw 🦞 来领养你的第一只龙虾！
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
The basic distribution probability Tutorial for Deep Learning Researchers
- deep-learning
- mathmatics
- probability
- gaussian
Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.
- photogrammetry
- structure-from-motion
- multiview-stereo
- geospatial
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.