Topic Modelling for Humans
Machine learning, in numpy
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Top2Vec learns jointly embedded topic, document and word vectors.
Beautiful visualizations of how language differs among document types.
A Python toolbox for gaining geometric insights into high-dimensional data
Nomic Developer API SDK
Open source, privacy-first Voice of Customer analytics. A self-hosted alternative to Enterpret and Unwrap that strips PII from feedback before any LLM sees it.
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
An off-the-shelf tool for Chinese Keyphrase Extraction 一个快速从中文里抽取关键短语的工具，仅占35M内存 www.jionlp.com
semi supervised guided topic model with custom guidedLDA
Various Algorithms for Short Text Mining
Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
Concept Modeling: Topic Modeling on Images and Text
Open-source AI paper index and fine-grained topic atlas across major conferences and journals.
🗺️ Data Cleaning and Textual Data Visualization 🗺️
Text Mining and Topic Modeling Toolkit for Python with parallel processing power
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