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Text preprocessing, representation and visualization from zero to hero.
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
中文文本分析工具包(包括- 文本分类 - 文本聚类 - 文本相似性 - 关键词抽取 - 关键短语抽取 - 情感分析 - 文本纠错 - 文本摘要 - 主题关键词-同义词、近义词-事件三元组抽取)
Clustering routines for the unit sphere
Spark library for generalized K-Means clustering. Supports general Bregman divergences. Suitable for clustering probabilistic data, time series data, high dimensional data, and very large data.
TopicGPT allows to integrate the benefits of LLMs into Topic Modelling
短文本聚类预处理模块 Short text cluster
Fast and memory-efficient clustering
A script in python to organize your images by similarity.
K-Means clustering - constrained with minimum and maximum cluster size. Documentation: https://joshlk.github.io/k-means-constrained