blei-lab / online-hdpLinks
Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm determines the number of topics.
☆146Updated 10 years ago
Alternatives and similar repositories for online-hdp
Users that are interested in online-hdp are comparing it to the libraries listed below
Sorting:
- Online variational Bayes for latent Dirichlet allocation (LDA)☆304Updated 4 years ago
- Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.☆149Updated 8 years ago
- This is a C implementation of variational EM for latent Dirichlet allocation (LDA), a topic model for text or other discrete data.☆168Updated 9 years ago
- This repository is a proof of concept toolbox for using Deep Belief Nets for Topic Modeling in Python.☆144Updated 10 years ago
- ☆196Updated 7 years ago
- ☆142Updated 5 years ago
- Implements supervised topic models with a categorical response.☆65Updated 3 years ago
- Gaussian word embeddings☆189Updated 7 years ago
- Topic modelling software using non-parametric methods☆70Updated 9 years ago
- Implementation of various topic models☆370Updated 4 years ago
- Cython implementations of Gibbs sampling for supervised LDA☆61Updated 7 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Updated 6 years ago
- Bernoulli Embeddings for Text☆83Updated 7 years ago
- Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.☆246Updated 7 years ago
- Python code for training all models in the ICLR paper, "Towards Universal Paraphrastic Sentence Embeddings". These models achieve strong …☆193Updated 9 years ago
- Tensorflow implementation for prodLDA and NVLDA.☆254Updated 4 years ago
- Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"☆146Updated 2 years ago
- This implements hierarchical latent Dirichlet allocation, a topic model that finds a hierarchy of topics. The structure of the hierarchy …☆78Updated 10 years ago
- A Latent Dirichlet Allocation implementation in Python.☆51Updated 6 years ago
- Online Latent Dirichlet Allocation with Infinite Vocabulary using Variational Inference☆74Updated 10 years ago
- Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)☆178Updated 8 years ago
- Doc2VecC from the paper "Efficient Vector Representation for Documents through Corruption"☆187Updated 8 years ago
- Word to Gaussian Mixture Model☆283Updated 6 years ago
- ☆125Updated 8 years ago
- An implementation of Mikolov's word2vec in Python using Theano and Lasagne.☆37Updated 8 years ago
- Deep Averaging Networks☆239Updated 3 years ago
- Provides functions for hierarchical latent tree analysis on text data for hierarchical topic detection☆83Updated 4 years ago
- Scalable tensor factorization☆54Updated 10 years ago
- code for our paper Baselines and Bigrams: Simple, Good Sentiment and Topic Classification☆135Updated 9 years ago
- Code for Supervised Word Mover's Distance (SWMD)☆92Updated 7 years ago