rakeshvar / stacked_denoising_auto_encoder
Stacked Denoising Auto-Encoder in Theano. Using the mnist dataset.
☆14Updated 9 years ago
Alternatives and similar repositories for stacked_denoising_auto_encoder:
Users that are interested in stacked_denoising_auto_encoder are comparing it to the libraries listed below
- Implementation and improvement of paper 'Learning Multiple Views with Orthogonal Denoising Autoencoders'☆16Updated 9 months ago
- Regularized marginalized Stacked Denoising Autoencoders for Domain Adaptation☆12Updated 7 years ago
- Python implementation of (linear) Marginalized Stacked Denoising Autoencoder (mSDA), as well as dense Cohort of Terms (dCoT). Based on Ma…☆27Updated 4 years ago
- The information sieve for discrete variables.☆36Updated 8 years ago
- Discriminant Projection Forest results, datasets, etc.☆44Updated 5 years ago
- Mozi, Transfer Learning, Multi-Modal Learning, Theano☆27Updated 9 years ago
- (Theano) Implementations about deep neural network, recurrent neural network, LSTM, and structured learining.☆10Updated 8 years ago
- Matrix-Vector Recursive Neural Networks☆11Updated 9 years ago
- SparseAutoEncoder - Unsupervised Learning☆14Updated 12 years ago
- Topic analysis using RSM or PVDM.☆11Updated 10 years ago
- Tutorial code for Auto-Encoders, implementing Marc'Aurelio Ranzato's Sparse Encoding Symmetric Machine and testing it on the MNIST handwr…☆36Updated 11 years ago
- CS224D course project☆9Updated 9 years ago
- Code for "So similar and yet incompatible: Toward the automated identification of semantically compatible words" in NAACL 2015 proceedi…☆11Updated 9 years ago
- ☆11Updated 8 years ago
- experiments and datasets used for the paper "A Deep Learning Approach to Unsupervised Ensemble Learning"☆20Updated 8 years ago
- Attention models☆33Updated 9 years ago
- Deep generative model for sentiment analysis☆34Updated 8 years ago
- Rank Ordered Autoencoder implementation as described in https://arxiv.org/abs/1605.01749☆33Updated 8 years ago
- PyMTL (Python library for Multi-task learning) is a Python module implementing a Multi-task learning framework built on top of scikit-lea…☆44Updated 11 years ago
- ☆14Updated 10 years ago
- Self-Organizing Map for unsupervised feature engineering and dimensionality reduction☆21Updated 12 years ago
- A Deep and Autoregressive Approach for Topic Modeling of Multimodal Data, TPAMI, http://arxiv.org/abs/1409.3970☆41Updated 9 years ago
- Low-rank Highway Networks☆13Updated 9 years ago
- Variational Recurrent Auto-Encoder using LSTM encoder/decoder networks☆54Updated 8 years ago
- Common pre-processing in NLP such as PPMI computation, SVD-based dimensionality reduction, and PLSR-based distribution prediction.☆24Updated 6 years ago
- Deep Generative Stochastic Networks for Sequence Prediction☆8Updated 2 years ago
- ☆26Updated 7 years ago
- Variational Autoencoders (VAEs) in Theano for Images and Text☆54Updated 7 years ago
- various simple RNNs trained on synthetic grammars☆30Updated 9 years ago
- ☆18Updated 9 years ago