hyqneuron / pytorch-avitm
PyTorch implementation of AVITM
☆158Updated 6 years ago
Alternatives and similar repositories for pytorch-avitm:
Users that are interested in pytorch-avitm are comparing it to the libraries listed below
- Tensorflow implementation for prodLDA and NVLDA.☆252Updated 3 years ago
- neural variational document model☆131Updated 7 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Updated 6 years ago
- Code for EMNLP18 paper "Spherical Latent Spaces for Stable Variational Autoencoders"☆168Updated 6 years ago
- Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch☆71Updated 3 years ago
- Neural models for documents with metadata☆103Updated 4 years ago
- Neural Topic Models☆69Updated 8 years ago
- Tensorflow code to train TDLM☆137Updated 6 years ago
- Hierarchical Models for Sentiment Analysis in Pytorch☆107Updated 5 years ago
- A short tutorial for Torchtext, the NLP-specific add-on for Pytorch.☆85Updated 7 years ago
- Controllable Text Generation using variational auto-encoder (VAE) and text CNN☆24Updated 5 years ago
- Tensorflow Implementation of Variational Attention for Sequence to Sequence Models (COLING 2018)☆69Updated 4 years ago
- PyTorch implementation of AVITM (Autoencoding Variational Inference For Topic Models)☆36Updated 2 years ago
- Implementation of A Structured Self-attentive Sentence Embedding☆108Updated 6 years ago
- Implementation (in progress) of Dieng et al.'s TopicRNN: a neural topic model & RNN hybrid.☆52Updated 6 years ago
- codes for Variational Autoencoder for Semi-supervised Text Classification☆40Updated 6 years ago
- Bi-Directional Block Self-Attention☆123Updated 6 years ago
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆147Updated 6 years ago
- A PyTorch Implementation of "Toward Controlled Generation of Text"☆106Updated 7 years ago
- PyTorch implementation for Interpretable Dialog Generation ACL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center…☆197Updated 6 years ago
- ACL 2018 paper: Probabilistic FastText for Multi-Sense Word Embeddings (Athiwaratkun et al., 2018)☆148Updated 6 years ago
- Python interface for https://github.com/dice-group/Palmetto☆39Updated 2 years ago
- ☆209Updated 4 years ago
- PyTorch implementations of NVDM, GSM, NTM, NTMR☆74Updated 5 years ago
- Latent Alignment and Variational Attention☆327Updated 6 years ago
- ☆142Updated 5 years ago
- Bayesian Skip-gram model☆47Updated 4 years ago
- Code for NIPS 2018 paper 'Frequency-Agnostic Word Representation'☆115Updated 5 years ago
- Code for "Strong Baselines for Neural Semi-supervised Learning under Domain Shift" (Ruder & Plank, 2018 ACL)☆61Updated 2 years ago
- text convolution-deconvolution auto-encoder model in PyTorch☆55Updated 7 years ago