Repository Index

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

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

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

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

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

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

• deep-learning
• depth-prediction
• visual-odometry
• self-supervised-learning

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

• tensorflow
• domain-transfer
• unsupervised-learning
• image-generation

A distributed Spark/Scala implementation of the isolation forest and extended isolation forest algorithms for unsupervised outlier detection, featuring support for scalable training and ONNX export for easy cross-platform inference.

• isolation-forest
• spark
• linkedin
• outlier-detection

Unsupervised Image to Image Translation with Generative Adversarial Networks

• tensorflow
• tensorlayer
• deep-learning
• image-to-image

Implementation of Partitioning Around Medoids (PAM) in H2O-3

• clustering
• machine-learning
• h2o-3
• java

The repository host gives no description.

• rubyml
• ml
• unsupervised-learning
• kmeans-clustering