phdowling / mSDALinks
Python implementation of (linear) Marginalized Stacked Denoising Autoencoder (mSDA), as well as dense Cohort of Terms (dCoT). Based on Matlab code by Minmin Chen
☆27Updated 5 years ago
Alternatives and similar repositories for mSDA
Users that are interested in mSDA are comparing it to the libraries listed below
Sorting:
- Code of NAACL paper "Unsupervised Multi-Domain Adaptation with Feature Embeddings"☆33Updated 10 years ago
- An implementation of Mikolov's word2vec in Python using Theano and Lasagne.☆37Updated 8 years ago
- Code for Supervised Word Mover's Distance (SWMD)☆92Updated 8 years ago
- Code to accompany "A Neural Framework for Generalized Topic Models"☆67Updated 7 years ago
- a python code for deep canonical correlation analysis (dcca) written using numpy☆39Updated 5 years ago
- Bernoulli Embeddings for Text☆84Updated 8 years ago
- An autoencoder to calculate word embeddings as mentioned in Lebret/Collobert paper 2015☆74Updated 8 years ago
- Molding CNNs for text (http://arxiv.org/abs/1508.04112)☆85Updated 9 years ago
- Common pre-processing in NLP such as PPMI computation, SVD-based dimensionality reduction, and PLSR-based distribution prediction.☆23Updated 7 years ago
- Reimplementation of Munkhdalai et al's Neural Semantic Encoders (https://arxiv.org/pdf/1607.04315v2.pdf)☆59Updated 9 years ago
- A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data, TPAMI, http://arxiv.org/abs/1409.3970☆39Updated 10 years ago
- The demo code for "Neural network-based clustering using pairwise constraints" (http://arxiv.org/abs/1511.06321)☆71Updated 7 years ago
- Active Learning☆56Updated 10 years ago
- Variational Autoencoders (VAEs) in Theano for Images and Text☆54Updated 7 years ago
- 🧹 Formerly for binary classification with noisy labels. Replaced by cleanlab.☆83Updated 3 years ago
- Moro files for the ACL 2015 Tutorial on Matrix and Tensor Factorization Methods for Natural Language Processing☆20Updated 10 years ago
- Top-down Tree LSTM (NAACL 2016) http://aclweb.org/anthology/N/N16/N16-1035.pdf☆83Updated 9 years ago
- 2-d visualization of high-dimensional input: Python code for rendering t-SNE code with text labels for each point☆110Updated 10 years ago
- ☆18Updated 10 years ago
- Social Poisson Factorization☆26Updated 6 years ago
- Tensorflow implementation of the Long-Short Term Memory Network with Deep Attention Fusion for the SNLI dataset.☆23Updated 9 years ago
- Recurrent Memory Network - Torch implementation☆35Updated 9 years ago
- Implementation of the VRAE☆60Updated 4 years ago
- Deep CCA (DCCA) network☆15Updated 9 years ago
- Parallel (asynchronous) sparse coding implementation for obtaining sparse overcomplete word vectors☆57Updated 8 years ago
- Deep generative models for semi-supervised learning.☆109Updated 9 years ago
- Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time accordin…☆48Updated 9 years ago
- Deep generative model for sentiment analysis☆34Updated 8 years ago
- ☆125Updated 8 years ago
- Noise-as-targets representation learning for cifar10. Implementation based on the paper "Unsupervised Learning by Predicting Noise" by Bo…☆23Updated 8 years ago