jgasthaus / libPLUMPLinks
Library for the Sequence Memoizer and related models
☆25Updated 6 years ago
Alternatives and similar repositories for libPLUMP
Users that are interested in libPLUMP are comparing it to the libraries listed below
Sorting:
- NumPy implementation of infinite latent feature model (aka Indian Buffet Process or IBP)☆51Updated 7 years ago
- Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation☆61Updated 4 years ago
- Code and text for our NIPS 2015 paper on linear response variational Bayes☆19Updated 7 years ago
- Library of common tools for machine learning research.☆41Updated 8 years ago
- ☆12Updated 2 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 5 years ago
- High-performance Non-negative Matrix Factorizations (NMF) - Python/C++☆49Updated 7 years ago
- ☆20Updated 8 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆33Updated 9 years ago
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆83Updated 5 years ago
- Structure learning for sparse graphs with latent variables☆45Updated 8 years ago
- This is code associated with the paper: Broderick, T, Boyd, N, Wibisono, A, Wilson, AC, and Jordan, MI. Streaming variational Bayes. Neur…☆41Updated 11 years ago
- This implements variational inference for the correlated topic model.☆21Updated 11 years ago
- Deep exponential families (DEFs)☆55Updated 7 years ago
- Vector-Space Markov Random Fields☆21Updated 10 years ago
- Hierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.☆149Updated 8 years ago
- NeurIPS 2018. Linear-time model comparison tests.☆18Updated 5 years ago
- General Latent Feature Modeling for Heterogeneous data☆50Updated last year
- Code for the icml paper "zero inflated exponential family embedding"☆29Updated 8 years ago
- Columbia Advanced Machine Learning Seminar☆24Updated 7 years ago
- Mallet-compatible anchor-based topic model☆38Updated 11 years ago
- an implementation of latent Dirichlet allocation (LDA) with stochastic variational inference☆20Updated 8 years ago
- Flexible Bayesian inference using TensorFlow☆142Updated 8 years ago
- Stochastic gradient routines for Theano☆103Updated 7 years ago
- NeurIPS 2016. Linear-time interpretable nonparametric two-sample test.☆64Updated 7 years ago
- The pdf and LaTeX for each paper (and sometimes the code and data used to generate the figures).☆72Updated 8 years ago
- Topic modelling software using non-parametric methods☆70Updated 9 years ago
- Code to reproduce experiments appearing in the academic paper Lost Relatives of the Gumbel Trick☆17Updated 8 years ago
- C++ code for the RDIS algorithm from "Recursive Decomposition for Nonconvex Optimization." Friesen and Domingos, IJCAI 2015.☆57Updated 10 years ago
- Movies Recommendation with Hierarchical Poisson Factorization in Edward☆18Updated 8 years ago