Repository Index

Translated100-Days-Of-ML-Code Chinese version

• machine-learning
• python
• 100-days-of-ml-code
• chinese-simplified

VIP cheatsheets for Stanford's CS 229 Machine Learning

• cheatsheet
• machine-learning
• data-science
• supervised-learning

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

• machine-learning
• machine-intelligence
• artificial-intelligence
• reinforcement-learning

TranslatedTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-Transfer learning

• transferlearning
• domain-adaptation
• transfer-learning
• survey

Unsupervised text tokenizer for Neural Network-based text generation.

• neural-machine-translation
• natural-language-processing
• word-segmentation

A Python library for anomaly detection across tabular, time series, graph, text, image, and audio data. 60+ detectors, benchmark-backed ADEngine orchestration, and an agentic workflow for AI agents.

• outlier-detection
• anomaly-detection
• outlier-ensembles
• machine-learning

Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM and VLM works!

• outlier-detection
• anomaly-detection
• outlier
• outlier-ensembles

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

• andrew-ng
• andrew-ng-machine-learning
• coursera
• coursera-assignment

syzkaller is an unsupervised coverage-guided kernel fuzzer

• linux
• kernel
• fuzz-testing
• fuzzing

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

• anomaly-localization
• anomaly-segmentation
• anomaly-detection
• unsupervised-learning

Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020)

A library of extension and helper modules for Python's data analysis and machine learning libraries.

• python
• machine-learning
• data-science
• data-mining

Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization

• domain-adaptation
• transfer-learning
• finetune
• unsupervised-domain-adaptation

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

• self-supervised-learning
• unsupervised-learning
• pytorch
• moco

Unsupervised Learning for Image Registration

• image-registration
• image-alignment
• machine-learning
• deep-learning

Multimodal Unsupervised Image-to-Image Translation

• gan
• deep-learning
• pix2pix
• image-translation

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键词抽取、知识抽取、句法分析等），无监督或弱监督方法

• nlp
• sentiment-analysis
• new-word-discovery
• unsupervised

Programming exercises for the Stanford Unsupervised Feature Learning and Deep Learning Tutorial

Algorithms for outlier, adversarial and drift detection

• anomaly
• outlier
• concept-drift
• detection

Official PyTorch implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

• machine-learning
• deep-learning
• representation-learning
• pytorch-implementation

A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

• agi
• natural-language
• natural-language-inference
• natural-language-understanding

A curated list of community detection research papers with implementations.

• graph-clustering
• network-clustering
• clustering
• dimensionality-reduction

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

• community-detection
• graph-clustering
• deepwalk
• networkx