text-clustering

There are 17 repositories under text-clustering topic.

texthero
jbesomi / texthero
Text preprocessing, representation and visualization from zero to hero.
text-preprocessing text-representation text-visualization nlp word-embeddings machine-learning text-mining nlp-pipeline text-clustering texthero
Language:Python 2910
xlang-ai / instructor-embedding
[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings
embeddings information-retrieval language-model text-classification text-clustering text-embedding text-evaluation text-semantic-similarity prompt-retrieval text-reranking
Language:Python 2015
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）
text-ana text-classification text-clustering text-similarity key-words sentiment-analysis spell-corrector text-summatizer event-extraction topic-keywords
Language:Python 726
RandyPen / TextCluster
短文本聚类预处理模块 Short text cluster
nlp text-processing text-mining cluster text-cluster text-clustering
Language:Python 279
Edward1Chou / textClustering
text-clustering tf-idf word2vec k-means dbscan
Language:Jupyter Notebook 132
ArikReuter / TopicGPT
TopicGPT allows to integrate the benefits of LLMs into Topic Modelling
chatgpt gpt gpt-3 gpt-4 natural-language-processing nlp openai-api text-clustering text-mining topic-modeling topic-modeling-analysis
Language:Python 112
plkmo / NLP_Toolkit
Library of state-of-the-art models (PyTorch) for NLP tasks
natural-language-processing nlp nlp-library text-classification punctuation-restoration speech-recognition machine-translation text-summarization pytorch style-transfer text-clustering
Language:Python 110
Auto-Research
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 !!
arxiv arxiv-api nlp ocr pdf-document-processor python pytorch research-and-development research-data-management research-software-engineering research-tool scientific-publications scientific-research summarization text-clustering text-generation text-similarity title-generation topic-modeling
Language:Python 58
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).
simhash word-vectors fasttext bert locality-sensitive-hashing transformer text-similarity text-clustering text-search
Language:Python 28
LMU-Seminar-LLMs / TopicGPT
TopicGPT allows to integrate the benefits of LLMs into Topic Modelling
chatgpt gpt large-language-models natural-language-processing nlp openai-api text-clustering text-mining topic-modeling
Language:Python 28
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.
clustering-algorithm text-clustering
Language:Python 24
Tikquuss / meta_XLM
Cross-lingual Language Model (XLM) pretraining and Model-Agnostic Meta-Learning (MAML) for fast adaptation of deep networks
xlm maml text-processing text-clustering clm mlm tlm back-translation denoising-autoencoders parallel-training bert machine-translation african-languages bleu-scores pretrained-models bpe-codes meta-model languages
Language:Jupyter Notebook 20
trinker / clustext
Easy, fast clustering of texts
r text-clustering text-mining text-classification topic clustering-model cluster-documents
Language:R 18
JayKumarr / OSDM
This code belongs to ACL conference paper entitled as "An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering"
data-stream data-stream-mining data-stream-processing dirichlet-process dirichlet-process-mixtures non-parametric stochastic-process text-clustering text-mining text-stream
Language:Python 16
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
embedding image-classification text-classification text-clustering token-classification video-classification
Language:Jupyter Notebook 15
ttavni / 2D_Text_Clustering
Using word embeddings, TFIDF and text-hashing to cluster and visualise text documents
text-processing document-clustering text-clustering text-features umap d3js computational-social-science clustering dimensionality-reduction
Language:Python 15
1997alireza / QA-Clustering
Implementation of some algorithms for text clustering
text-clustering text-classification question-answering
Language:Python 14
chrisPiemonte / url2vec
Graph clustering and Node embeddings with word2vec
graph-embedding word-embeddings graph-clustering clustering text-clustering nlp crawler random-walk bachelor-thesis word2vec
Language:Python 14
Snowing-ST / Exploring-Data-Analysis
探索性数据分析期末报告，text clustering with Kmeans/GMM/NMF
text-clustering crawler
Language:Python 14
durgeshsamariya / awesome-clustering-resources
Clustering related books and research papers.
clustering-algorithms subspace-clustering data-clustering text-clustering survey
13
Navy10021 / SLS
SLS : Neural Information Retrieval(IR)-based Semantic Search model
embeddings information-retrieval-system nlp pre-trained-language-models semantic-search-algorithm text-clustering topic-modeling
Language:Jupyter Notebook 13
pemagrg1 / sentence-clustering
Sentence Clustering and visualization. Created Date: 25 Apr 2018
sentence-clustering text-clustering clustering-algorithm clustering clustering-methods python
Language:Python 13
SpringerNLP / Chapter3
Chapter 3: Text and Speech Basics
nlp nlp-machine-learning text-clustering text-classification topic-modeling document-classification
Language:Jupyter Notebook 13
alaradirik / TR-NLP-workshop
2020 Açık Seminer - Turkish NLP workshop
nlp spacy natural-language-processing turkish-language ner named-entity-recognition text-clustering k-means-clustering text-preprocessing workshop-seminar dataset news
Language:Jupyter Notebook 12
eigenfoo / reddit-clusters
Understanding hateful subreddits through text clustering
hate-speech nmf reddit text-clustering
Language:Python 11
ThorstenDoherr / searchengine
heuristic matching of large databases by fuzzy criteria like addresses
foxpro matching-engine address-matching text-clustering foxpro-database-files machine-learning entity-resolution
Language:xBase 11
pemagrg1 / Magic-Of-TFIDF
TFIDF being the most basic and simple topic in NLP, there's alot that can be done using TFIDF only! So, in this repo, I'll be adding the blog, TFIDF basics, wonders done using tfidf etc.
tfidf python tfidf-vectorizer tfidfvectorizer textclassification text-clustering nlp text-similarity
Language:Jupyter Notebook 9
pokarats / gsdmm
Gibbs Sampling Dirichlet Multinomial Model (GSDMM) for Short-Text Clustering
dirichlet-distribution gibbs-sampling-algorithm lda text-clustering topic-modeling unsupervised-learning
Language:Python 8
VIDA-NYU / domain_discovery_API
Domain Discovery Operations API formalizes the human domain discovery process by defining a set of operations that capture the essential tasks that lead to domain discovery on the Web as we have discovered in interacting with the Subject Matter Experts (SME)s.
domain-discovery information-retrieval text-classification text-clustering text-mining topic-discovery
Language:Python 8
Navy10021 / Parallel_Clustering_based_TM
Parallel clustering-based Topic Modeling
bert-embeddings bert-model keyword-extraction nlp text-clustering topic-modeling
Language:Python 7
SnehaVM / Implementation-of-DBSCAN-Clustering-Algorithm
DBSCAN algorithm from scratch in Python -- to cluster text records.
python machine-learning data-mining text-clustering
Language:Python 7
sowmyagowri / Text-Clustering
Python Program for Text Clustering using Bisecting k-means
bisecting-kmeans calinski-harabaz-score text-clustering
Language:Jupyter Notebook 7
gulabpatel / Transformers
huggingface-transformers classification english-hindi-translation speech-transcripts tableqa weighandbiases summarization qa mbart mbart50 m2m100 semantic-search sentence-embedding sentence-similarity sentence-transformer text-clustering gpt-3 wandb bloom flant5
Language:Jupyter Notebook 6
MNoorFawi / text-kmeans-clustering-with-python
simple text clustering using kmeans algorithm
machine-learning text-clustering kmeans-algorithm
Language:Python 6
Dennis1989 / textClustPy
This is an implementation of the TextClust algorithm in Python 3.
stream-clustering clustering text-clustering tfidf big-data social-media-analysis
Language:Python 5
Narius2030 / Find-Similar-Vietnamese-Texts
This project build a classification model for topics of news. With the target is automatically recognize suitable topic (class) to a random article. There are two architectures implemented which are LSTM and Hybrid models
apache-airflow data-pipeline nlp-deep-learning tensorflow text-classification text-clustering word-embedding
Language:Jupyter Notebook 5

text-clustering

jbesomi / texthero

xlang-ai / instructor-embedding

murray-z / text_analysis_tools

RandyPen / TextCluster

Edward1Chou / textClustering

ArikReuter / TopicGPT

plkmo / NLP_Toolkit

sidphbot / Auto-Research

KeremZaman / semantic-sh

LMU-Seminar-LLMs / TopicGPT

ScottishFold007 / FastThresholdClustering

Tikquuss / meta_XLM

trinker / clustext

JayKumarr / OSDM

tiansztiansz / python-data-science

ttavni / 2D_Text_Clustering

1997alireza / QA-Clustering

chrisPiemonte / url2vec

Snowing-ST / Exploring-Data-Analysis

durgeshsamariya / awesome-clustering-resources

Navy10021 / SLS

pemagrg1 / sentence-clustering

SpringerNLP / Chapter3

alaradirik / TR-NLP-workshop

eigenfoo / reddit-clusters

ThorstenDoherr / searchengine

pemagrg1 / Magic-Of-TFIDF

pokarats / gsdmm

VIDA-NYU / domain_discovery_API

Navy10021 / Parallel_Clustering_based_TM

SnehaVM / Implementation-of-DBSCAN-Clustering-Algorithm

sowmyagowri / Text-Clustering

gulabpatel / Transformers

MNoorFawi / text-kmeans-clustering-with-python

Dennis1989 / textClustPy

Narius2030 / Find-Similar-Vietnamese-Texts