Popular GitHub Repositories for Topic Coherence

LLM based autonomous agent that conducts deep local and web research on any topic and generates a long report with citations.

An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the simplest implementation of a deep research agent - e.g. an agent that can refine its research direction overtime and deep dive into a topic.

Machine learning, in numpy

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Top2Vec learns jointly embedded topic, document and word vectors.

Resources on the topic of digital morphogenesis (creating form with code). Includes links to major articles, code repos, creative projects, books, software, and more.

(Supports DeepSeek R1) An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models.

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

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc.

A curated list of resources for Document Understanding (DU) topic

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.).

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

Text to video generator in the brainrot form. Learn about any topic from your favorite personalities ?.

Summary of key papers and blogs about diffusion models to learn about the topic. Detailed list of all published diffusion robotics papers.

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

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）

Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx

OpenAI DeepResearch alternative, An AI-driven research system that performs comprehensive, iterative research on any topic using multiple search engines and LLMs.

Python package of Tomoto, the Topic Modeling Tool

Resources for learning about Text Mining and Natural Language Processing