blei-lab / lda-cLinks
This is a C implementation of variational EM for latent Dirichlet allocation (LDA), a topic model for text or other discrete data.
☆167Updated 9 years ago
Alternatives and similar repositories for lda-c
Users that are interested in lda-c are comparing it to the libraries listed below
Sorting:
- ☆196Updated 7 years ago
- ☆142Updated 5 years ago
- A demo code for topical word embedding☆313Updated 7 years ago
- Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)☆177Updated 8 years ago
- Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend item…☆147Updated 9 years ago
- ☆265Updated 4 years ago
- Computation of the semantic interpretability of topics produced by topic models.☆180Updated 8 years ago
- Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.☆245Updated 7 years ago
- Implements supervised topic models with a categorical response.☆64Updated 3 years ago
- Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm …☆145Updated 10 years ago
- Deep Averaging Networks☆238Updated 3 years ago
- Implementation of various topic models☆371Updated 4 years ago
- relationship modeling networks (NAACL 2016)☆87Updated 4 years ago
- Online variational Bayes for latent Dirichlet allocation (LDA)☆304Updated 4 years ago
- Dynamic Convolutional Neural Networks for Theano/Lasagne☆151Updated 8 years ago
- Machine Learning / Natural Language Processing / Information Retrieval☆710Updated 4 years ago
- Sentiment Analysis with Ensemble☆244Updated 8 years ago
- Provides functions for hierarchical latent tree analysis on text data for hierarchical topic detection☆82Updated 4 years ago
- A C++ implementation of the Joint Sentiment-Topic (JST) Model.☆54Updated 6 years ago
- Code for the implementation of Tweet2Vec☆61Updated 7 years ago
- Latent Dirichlet Allocation (LDA) model for Microblogs (Twitter, weibo etc.)☆320Updated 7 years ago
- Implementation of phrase2vec from modified word2vec code.☆94Updated 8 years ago
- Topic Modeling for Short Texts with Auxiliary Word Embeddings☆73Updated 7 years ago
- A Latent Dirichlet Allocation implementation in Python.☆51Updated 6 years ago
- Word Mover's Distance from Matthew J Kusner's paper "From Word Embeddings to Document Distances"☆539Updated last year
- Gaussian word embeddings☆189Updated 7 years ago
- Dynamic Topic Modeling via Non-negative Matrix Factorization☆284Updated 4 years ago
- Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong …☆192Updated 9 years ago
- LSTM-CRF models for sequence labeling in text.☆174Updated 7 years ago
- This repository is a proof of concept toolbox for using Deep Belief Nets for Topic Modeling in Python.☆144Updated 10 years ago