akashgit / autoencoding_vi_for_topic_modelsLinks
Tensorflow implementation for prodLDA and NVLDA.
☆255Updated 4 years ago
Alternatives and similar repositories for autoencoding_vi_for_topic_models
Users that are interested in autoencoding_vi_for_topic_models are comparing it to the libraries listed below
Sorting:
- PyTorch implementation of AVITM☆160Updated 7 years ago
- neural variational document model☆132Updated 7 years ago
- Replication code for "Neural Models for Documents with Metadata"☆105Updated 5 years ago
- Tensorflow code to train TDLM☆137Updated 6 years ago
- ☆142Updated 5 years ago
- Python interface for https://github.com/dice-group/Palmetto☆39Updated 2 years ago
- Gibbs sampler for the Hierarchical Latent Dirichlet Allocation topic model☆150Updated 2 weeks ago
- Bayesian Skip-gram model☆47Updated 5 years ago
- Gaussian word embeddings☆189Updated 7 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Updated 6 years ago
- ☆209Updated 4 years ago
- Computation of the semantic interpretability of topics produced by topic models.☆180Updated 8 years ago
- ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)☆148Updated 7 years ago
- Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"☆168Updated 6 years ago
- Implementation of A Structured Self-attentive Sentence Embedding☆108Updated 6 years ago
- Hierarchical Models for Sentiment Analysis in Pytorch☆107Updated 5 years ago
- This repository stores slides for a tutorial on variational inference for NLP audiences.☆297Updated 5 years ago
- Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)☆71Updated 4 years ago
- codes for Variational Autoencoder for Semi-supervised Text Classification☆40Updated 7 years ago
- Load pretrained word embeddings (word2vec, glove format) into torch.FloatTensor for PyTorch☆88Updated 5 years ago
- ICLR 2018 Quick-Thought vectors☆203Updated 6 years ago
- Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"☆145Updated 2 years ago
- Deep Averaging Networks☆238Updated 3 years ago
- An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).☆430Updated 7 years ago
- ☆124Updated 8 years ago
- Text classification models. Used a submodule for other projects.☆68Updated 6 years ago
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆147Updated 6 years ago
- Cython implementations of Gibbs sampling for supervised LDA☆61Updated 7 years ago
- The first public PyTorch implementation of Skip-Thought Vectors☆224Updated 7 years ago
- Online inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm …☆145Updated 10 years ago