Popular GitHub Repositories for Unsupervised

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

(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

This project proposes an end-to-end framework for semi-supervised Anomaly Detection and Segmentation in images based on Deep Learning.

This repository tries to provide unsupervised deep learning models with Pytorch

[ICPR 2024] Official implementation of SuperSimpleNet: Unifying Unsupervised and Supervised Learning for Fast and Reliable Surface Defect Detection

Recursive Self-Organizing Map/Neural Gas.

Use Python and NLTK to build out your own text classifiers and solve common NLP problems

Neuroevolution of Fixed Topology for Godot

(ICCV 2021) Code for "Unsupervised Layered Image Decomposition into Object Prototypes" paper

Official implementation of the ECCV 2024 paper: TransFusion -- A Transparency-Based Diffusion Model for Anomaly Detection

Awesome-Representation-Learning-CV-PaperAndCodes, lasted development in the representation learning area.

Code for GCPR 2020 Oral : "Unsupervised Part Discovery by Unsupervised Disentanglement"

Exploring the Limits of Low-Resource Neural Machine Translation

Tensorflow implementation of Unsupervised learning of object landmarks by factorized spatial embeddings

[IJCV 2024] Hard-normal Example-aware Template Mutual Matching for Industrial Anomaly Detection

Unsupervised, one-shot, instance-based active contour using deep learning features in python.

Use embeddings to classify text based on categories defined with keywords

This is a code implementation of the paper Invariant Information Clustering for Unsupervised Image Classification and Segmentation

Unsupervised Sentiment Analysis for Code-mixed Data

Python-based toolkit for building and evaluating a transformer-based FAQ retrieval system