The collection and reproduction code of the clustering methods I have known

Dying Clusters Is All You Need. Performing Deep Clustering With an Unknown Number of Clusters

A Python library for advanced clustering algorithms

DomainWordsDict, Chinese words dict that contains more than 68 domains, which can be used as text classification、knowledge enhance task。涵盖68个领域、共计916万词的专业词典知识库，可用于文本分类、知识增强、领域词汇库扩充等自然语言处理应用。

Multi-modal Molecule Structure-text Model for Text-based Editing and Retrieval, Nat Mach Intell 2023 (https://www.nature.com/articles/s42256-023-00759-6)

Python visualization using Matplotlib subplot function - 12 * 6 grid of custom line graphs

python绘制折线图和直方图

python3绘制折线图、柱形图、饼图、三维散点图、散点图

A package for combining multiple partitions into a consolidated clustering. The combinatorial optimization problem of obtaining such a consensus clustering is reformulated in terms of approximation…

A Python package for cluster ensembles

中文（汉语、Chinese）TF-IDF算法实现，具有提取关键字、摘要、找相似文章的功能

Invariant Information Clustering for Unsupervised Image Classification and Segmentation

Data augmentation for NLP

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

An Unsupervised Sentence Embedding Method by Mutual Information Maximization (EMNLP2020)

Reproducing code for the paper "Learning Discrete Representations via Information Maximizing Self-Augmented Training"

This is a light modified version of the Pytorch implementation of the DCC algorithms presented in the following paper: Sohil Atul Shah and Vladlen Koltun. It was adjusted to 1D signals medical data…

Implementation of IMSAT algorithm using Pytorch

files for moco testing on the amd side (using gpu)

Official Pytorch Implementation for CVPR'20 paper: Deep Semantic Clustering by Partition Confidence Maximisation

Deep Comprehensive Correlation Mining

Code for the paper "Contrastive Clustering" (AAAI 2021)

Graph Contrastive Clustering (ICCV2021)

Official Pytorch Implementation for CVPR'20 paper: Deep Semantic Clustering by Partition Confidence Maximisation

中文常用停用词表（哈工大停用词表、百度停用词表等）

Pytorch implementation of an autoencoder built from pre-trained Restricted Boltzmann Machines (RBMs)