ICML14MoMCompare / spectral-learnLinks
Collection of three method of moments based algorithms for learning stochastic languages.
☆15Updated 10 years ago
Alternatives and similar repositories for spectral-learn
Users that are interested in spectral-learn are comparing it to the libraries listed below
Sorting:
- Structure learning for sparse graphs with latent variables☆44Updated 8 years ago
- Recognizing and exploiting conjugacy without a domain-specific language☆36Updated 5 years ago
- Matlab code implementing Minimum Probability Flow Learning.☆69Updated 11 years ago
- Dependent multinomials made easy: stick-breaking with the Pólya-gamma augmentation☆61Updated 4 years ago
- NumPy implementation of infinite latent feature model (aka Indian Buffet Process or IBP)☆51Updated 7 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆33Updated 9 years ago
- NeurIPS 2018. Linear-time model comparison tests.☆18Updated 5 years ago
- Implementation of Mapper algorithm for Topological Data Analysis☆45Updated 5 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 8 years ago
- My PhD Thesis☆22Updated 9 years ago
- Implementation of an algorithm for Markov chain Monte Carlo with data subsampling☆32Updated 9 years ago
- Library for the Sequence Memoizer and related models☆25Updated 6 years ago
- TensorFlow implementation for training MCMC samplers from the paper: Generalizing Hamiltonian Monte Carlo with Neural Network☆183Updated 7 years ago
- Reference implementation of algorithms for reinforcement learning and Markov decision processes.☆12Updated 4 years ago
- Fast C code for sampling Polya-gamma random variates. Builds on Jesse Windle's BayesLogit library.☆83Updated 5 years ago
- Automatic Discovery of the Statistical Types of Variables in a Dataset☆23Updated 7 years ago
- Jax-based MaxEnt☆17Updated 5 years ago
- Modelling epidemiological dynamics and performing inference in these models☆27Updated 4 years ago
- Code to reproduce experiments appearing in the academic paper Lost Relatives of the Gumbel Trick☆17Updated 8 years ago
- ☆16Updated 9 years ago
- ☆16Updated 4 months ago
- Library of common tools for machine learning research.☆41Updated 7 years ago
- ☆24Updated 9 years ago
- Reweighted Expectation Maximization☆29Updated 6 years ago
- ☆12Updated 2 years ago
- NeurIPS 2017 best paper. An interpretable linear-time kernel goodness-of-fit test.☆67Updated 6 years ago
- Dirichlet Process Mixture using PVI, SMC, Variational☆15Updated 11 years ago
- Fast, linear version of CorEx for covariance estimation, dimensionality reduction, and subspace clustering with very under-sampled, high-…☆43Updated 4 years ago
- Code for NIPS 2015 "Gradient-Free Hamiltonian Monte Carlo via Effecient Kernel Exponential Families"☆26Updated 7 years ago
- ☆30Updated 5 years ago