text-clustering 开源项目推荐（143 个）

jbesomi /texthero

文本预处理、表示与可视化：从零到精通。

xlang-ai /instructor-embedding

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

murray-z /text_analysis_tools

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）

RandyPen /TextCluster

短文本聚类预处理模块 Short text cluster

Edward1Chou /textClustering

该项目在 GitHub 上没有填写描述

ArikReuter /TopicGPT

TopicGPT allows to integrate the benefits of LLMs into Topic Modelling

plkmo /NLP_Toolkit

面向 NLP 任务的最先进模型库（PyTorch）

RudrenduPaul /Python-Ecommerce-recommendation-system-using-machine-learning

Business setting up their recommendation system for first time without any product rating history, & Amazon/Netflix type of recommendation system after the website has collected significant product reviews

sidphbot /Auto-Research

Generate custom detailed survey paper with topic clustered sections and proper citations, from just a single query in just under 30 mins !!

LMU-Seminar-LLMs /TopicGPT

TopicGPT allows to integrate the benefits of LLMs into Topic Modelling

ScottishFold007 /FastThresholdClustering

FastThresholdClustering is an efficient vector clustering algorithm based on FAISS, particularly suitable for large-scale vector data clustering tasks. The algorithm features intuitive and easy-to-select hyperparameters, uses cosine similarity as its distance metric, and supports GPU acceleration.

KeremZaman /semantic-sh

semantic-sh is a SimHash implementation to detect and group similar texts by taking power of word vectors and transformer-based language models (BERT).

Tikquuss /meta_XLM

Cross-lingual Language Model (XLM) pretraining and Model-Agnostic Meta-Learning (MAML) for fast adaptation of deep networks

tiansztiansz /python-data-science

b站 AI日日新 不定期更新使用Python框架完成机器学习、深度学习、数据科学任务

JayKumarr /OSDM

This code belongs to ACL conference paper entitled as "An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering"

trinker /clustext

Easy, fast clustering of texts

ttavni /2D_Text_Clustering

Using word embeddings, TFIDF and text-hashing to cluster and visualise text documents

Snowing-ST /Exploring-Data-Analysis

探索性数据分析期末报告，text clustering with Kmeans/GMM/NMF

1997alireza /QA-Clustering

Implementation of some algorithms for text clustering

chrisPiemonte /url2vec

Graph clustering and Node embeddings with word2vec