kzhai / PyNPB
Non-parametric Bayesian in Python, including Indian buffet process (IBP), hierarchical Dirichlet process (HDP).
☆73Updated 9 years ago
Alternatives and similar repositories for PyNPB:
Users that are interested in PyNPB are comparing it to the libraries listed below
- Implementation of stochastic variational inference for Bayesian hidden Markov models.☆66Updated 7 years ago
- Implementation of the VRAE☆58Updated 3 years ago
- Deep exponential families (DEFs)☆55Updated 7 years ago
- The information sieve for discrete variables.☆36Updated 8 years ago
- ☆88Updated 8 years ago
- Bernoulli Embeddings for Text☆83Updated 7 years ago
- Stochastic gradient routines for Theano☆102Updated 6 years ago
- Randomized embeddings for extreme learning☆24Updated 9 years ago
- Poisson-Gamma dynamical systems☆16Updated 8 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
- The pdf and LaTeX for each paper (and sometimes the code and data used to generate the figures).☆72Updated 7 years ago
- ☆58Updated 9 years ago
- Deep generative models for semi-supervised learning.☆108Updated 8 years ago
- Talk for SciPy2015 "Deep Learning: Tips From The Road"☆44Updated 9 years ago
- Collaborative filtering with the GP-LVM☆25Updated 9 years ago
- Torch implementation of the Deep Network for Global Optimization (DNGO)☆51Updated 8 years ago
- Bayesian Poisson tensor factorization☆58Updated 4 months ago
- Variational and semi-supervised neural network toppings for Lasagne☆208Updated 8 years ago
- Code to train Importance Weighted Autoencoders on MNIST and OMNIGLOT☆206Updated 9 years ago
- Bidirectional Helmholtz Machines☆40Updated 9 years ago
- Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.☆150Updated 8 years ago
- ☆46Updated 11 years ago
- Train an Infinite Restricted Boltzmann Machine☆28Updated 6 years ago
- An implementation of Mikolov's word2vec in Python using Theano and Lasagne.☆37Updated 7 years ago
- Topics on theoretical, mathematical aspects of DL☆71Updated 8 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 8 years ago
- ☆36Updated 9 years ago
- ☆29Updated 7 years ago
- A simple tool for small scale experiments using bayesian optimization☆35Updated 6 years ago
- Reading Group on Reinforcement Learning topics☆55Updated 8 years ago