Text preprocessing, representation and visualization from zero to hero.

nlp machine-learning text-mining word-embeddings text-clustering text-visualization text-representation text-preprocessing nlp-pipeline texthero

• Updated Aug 29, 2023
• Python

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

information-retrieval text-classification embeddings language-model text-embedding text-clustering text-semantic-similarity text-evaluation prompt-retrieval text-reranking

• Updated Jan 15, 2025
• Python

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）

sentiment-analysis text-classification text-similarity event-extraction spell-corrector text-clustering text-ana topic-keywords key-words text-summatizer

• Updated Oct 3, 2023
• Python

短文本聚类预处理模块 Short text cluster

nlp text-mining cluster text-processing text-clustering text-cluster

• Updated Dec 28, 2019
• Python

word2vec tf-idf k-means dbscan text-clustering

• Updated Jan 4, 2018
• Jupyter Notebook

TopicGPT allows to integrate the benefits of LLMs into Topic Modelling

nlp natural-language-processing text-mining topic-modeling gpt text-clustering topic-modeling-analysis gpt-3 openai-api gpt-4 chatgpt

• Updated Sep 19, 2025
• Python

Library of state-of-the-art models (PyTorch) for NLP tasks

nlp natural-language-processing text-classification machine-translation pytorch style-transfer speech-recognition text-summarization nlp-library text-clustering punctuation-restoration

• Updated Jul 25, 2024
• Python

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

python data-science machine-learning ecommerce scikit-learn jupyter-notebook collaborative-filtering recommendation-system kaggle-dataset text-clustering

• Updated Aug 10, 2026
• Jupyter Notebook

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

python nlp ocr text-similarity text-generation pytorch topic-modeling summarization research-tool arxiv research-data-management scientific-publications research-and-development research-software-engineering scientific-research text-clustering arxiv-api pdf-document-processor title-generation

• Updated Dec 10, 2023
• Python

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

• Updated Dec 17, 2024
• Python

TopicGPT allows to integrate the benefits of LLMs into Topic Modelling

nlp natural-language-processing text-mining topic-modeling gpt text-clustering openai-api large-language-models chatgpt

• Updated Jun 22, 2024
• Python

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

text-similarity simhash transformer locality-sensitive-hashing fasttext bert text-search word-vectors text-clustering

• Updated Jul 25, 2024
• Python

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

machine-translation languages mlm tlm text-processing pretrained-models african-languages bert denoising-autoencoders meta-model clm maml text-clustering xlm back-translation parallel-training bpe-codes bleu-scores

• Updated Mar 26, 2021
• Jupyter Notebook

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

text-classification image-classification embedding video-classification text-clustering token-classification

• Updated Jul 19, 2025
• Jupyter Notebook

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

text-mining data-stream stochastic-process non-parametric dirichlet-process dirichlet-process-mixtures text-clustering text-stream data-stream-processing data-stream-mining

• Updated Apr 22, 2021
• Python

Easy, fast clustering of texts

text-mining r text-classification topic text-clustering clustering-model cluster-documents

• Updated Apr 14, 2017
• R

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

clustering dimensionality-reduction text-processing d3js document-clustering umap computational-social-science text-clustering text-features

• Updated Nov 7, 2019
• Python

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

crawler text-clustering

• Updated Jul 6, 2018
• Python

Implementation of some algorithms for text clustering

text-classification question-answering text-clustering

• Updated Sep 5, 2018
• Python

heuristic matching of large databases by fuzzy criteria like addresses

machine-learning entity-resolution foxpro matching-engine address-matching text-clustering foxpro-database-files

• Updated Sep 25, 2026
• xBase