jstraub / bnp
C++ code and Python wrappers for Inference on Bayesian Non-Parametric Models
☆12Updated 11 years ago
Alternatives and similar repositories for bnp:
Users that are interested in bnp are comparing it to the libraries listed below
- Theano based deep ANN learning code☆38Updated 14 years ago
- modular implementation of new algorithm☆13Updated 10 years ago
- Code for Deep Learning class at Google☆73Updated 13 years ago
- Dirichlet process mixture model code in Matlab. Sampling and variational.☆70Updated 12 years ago
- A Newton ADMM based solver for Cone programming.☆38Updated 7 years ago
- Code for Max-Margin Deep Generative Models☆12Updated 10 years ago
- I implement RBM, DBN, Multi-modal DBN with Python and the majority of matrix operations are executed on GPU. In this project I employ Cud…☆18Updated 9 years ago
- Gaussian Process Random Fields☆21Updated 9 years ago
- Implementation of stochastic variational inference for Bayesian hidden Markov models.☆65Updated 7 years ago
- A C++ package for discrete distribution based large-scale data processing framework☆2Updated 6 years ago
- Python implementation of Markov Jump Hamiltonian Monte Carlo☆24Updated 7 years ago
- KMeans for big data using preconditioning and sparsification, Matlab implementation. Aka k-means☆58Updated 4 years ago
- Python algorithms for regularized regression☆24Updated 9 years ago
- A clustering library for large/temporally evolving datasets☆48Updated 7 years ago
- TBEEF, a doubly ensemble framework for recommendation and prediction problems.☆20Updated 8 years ago
- The Matlab Code for the ICML 2015 paper "Scalable Deep Poisson Factor Analysis for Topic Modeling"☆19Updated 9 years ago
- Bayesian multi-tensor factorization methods, with side information☆29Updated 4 years ago
- Look Ahead Hamiltonian Monte Carlo☆30Updated 9 years ago
- Python tools to build, do inference with, and learn undirected graphical models.☆14Updated 5 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 8 years ago
- Large scale matrix factorization on GPU☆19Updated 8 years ago
- 100 new methodological papers in computer science☆19Updated 9 years ago
- The Hungarian-BP code in Paper "Pairwise Matching Through Max-Weight Bipartite Belief Propagation"☆18Updated 8 years ago
- Object detection with segmentation and context in deep networks☆27Updated 9 years ago
- Gopalan, P., Ruiz, F. J., Ranganath, R., & Blei, D. M. (2014). Bayesian Nonparametric Poisson Factorization for Recommendation Systems. I…☆15Updated 10 years ago
- Image Feature Descriptors☆26Updated 11 years ago
- A MATLAB interface for L-BFGS-B☆51Updated 7 years ago
- Adversarial Multiclass Classification: A Risk Minimization Perspective☆28Updated 4 years ago
- Matrix completion and decomposition algorithm☆26Updated 11 years ago
- Tensor-based recommender system that incorporates categorical contextual information into collaborative filtering workflow.☆26Updated 8 years ago