ExpectationBackpropagation / EBP_Matlab_Code
☆11Updated 9 years ago
Related projects: ⓘ
- Implementation of the reweighted wake-sleep machine learning algorithm☆41Updated 8 years ago
- ☆30Updated this week
- ☆11Updated 8 years ago
- Fun with variational autoencoders.☆11Updated 6 years ago
- Implementation of "Variational Inference for Monte Carlo Objectives"☆21Updated 4 years ago
- An iterative neural autoregressive distribution estimator (NADE-K)☆26Updated 9 years ago
- ☆12Updated this week
- Learning RNN Hierarchies☆42Updated 8 years ago
- simple example of gradient-based hyperparameter optimization using tensorflow☆19Updated 8 years ago
- Replication of the paper "Variational Dropout and the Local Reparameterization Trick" using Lasagne.☆33Updated 6 years ago
- Learning algorithms introduced in "A PAC-Bayes Sample Compression Approach to Kernel Methods" (ICML 2011)☆9Updated 9 years ago
- Generative Models with TensorFlow☆32Updated 8 years ago
- ACDC: A Structured Efficient Linear Layer☆42Updated 8 years ago
- ☆45Updated 8 years ago
- Topics on theoretical, mathematical aspects of DL☆71Updated 7 years ago
- Implementation of auxiliary deep generative models for semi-supervised learning☆28Updated 8 years ago
- Torch implementation of the Deep Network for Global Optimization (DNGO)☆51Updated 8 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆31Updated 8 years ago
- (Deprecated) See https://github.com/mrkulk/Unsupervised-Capsule-Network☆14Updated 9 years ago
- ☆18Updated 8 years ago
- This code accompanies the proximity variational inference paper.☆18Updated 5 years ago
- Hyper-parameter Optimization with DrMAD and Hypero☆23Updated 8 years ago
- Bidirectional Helmholtz Machines☆41Updated 8 years ago
- Survey of hyperparameter optimization use in NIPS2014☆13Updated 8 years ago
- Code for the "Binding via Reconstruction Clustering" paper☆21Updated 8 years ago
- Repo for code for the NIPS paper entitled "An Architecture for Deep, Hierarchical Generative Models"☆14Updated 7 years ago
- Code for the Santa algorithm for deep learning☆17Updated 6 years ago
- Tensorflow Implementation of Multi-Function Recurrent Unit☆24Updated 8 years ago
- Code for a generative controller for the AI Gym cartpole task☆15Updated 7 years ago
- Natural Gradient implementation in Theano☆19Updated 11 years ago