topic-modeling

#自然语言处理#Topic Modelling for Humans

#计算机科学#Machine learning, in numpy

#自然语言处理#Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Top2Vec learns jointly embedded topic, document and word vectors.

#自然语言处理#A Toolkit for Industrial Topic Modeling

#自然语言处理#Beautiful visualizations of how language differs among document types.

#时序数据库#A Python toolbox for gaining geometric insights into high-dimensional data

Interact, analyze and structure massive text, image, embedding, audio and video datasets

#计算机科学#Owl - OCaml Scientific Computing @ https://ocaml.xyz

#自然语言处理#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.).

#自然语言处理#Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

#自然语言处理#OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)

#计算机科学#Fast topic modeling platform

#计算机科学#Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

#自然语言处理#Resources for learning about Text Mining and Natural Language Processing

#自然语言处理#Python package of Tomoto, the Topic Modeling Tool

R package for web-based interactive topic model visualization.

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

#计算机科学#semi supervised guided topic model with custom guidedLDA

#自然语言处理#Various Algorithms for Short Text Mining