brendenlake / structural-sparsity
Structure learning for sparse graphs with latent variables
☆45Updated 8 years ago
Alternatives and similar repositories for structural-sparsity:
Users that are interested in structural-sparsity are comparing it to the libraries listed below
- Lanugage of Thought (LOT) models in Python.☆33Updated 4 years ago
- Code for a generative controller for the AI Gym cartpole task☆15Updated 8 years ago
- Matlab code implementing Minimum Probability Flow Learning.☆68Updated 10 years ago
- This code accompanies the proximity variational inference paper.☆18Updated 6 years ago
- Analogs of Linguistic Structure in Deep Representations☆19Updated 7 years ago
- NeurIPS 2018. Linear-time model comparison tests.☆18Updated 5 years ago
- Repo for a paper about constructing priors on very deep models.☆73Updated 8 years ago
- Collection of three method of moments based algorithms for learning stochastic languages.☆15Updated 10 years ago
- Dirichlet Process Mixture using PVI, SMC, Variational☆15Updated 10 years ago
- Python implementation of Bayesian Program Learning tools (with PyTorch)☆71Updated 2 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 7 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 8 years ago
- Python implementation of Markov Jump Hamiltonian Monte Carlo☆24Updated 8 years ago
- Implementation of stochastic variational inference for Bayesian hidden Markov models.☆66Updated 7 years ago
- A generic Monte Carlo method based on the Gumbel-Max trick.☆32Updated 8 years ago
- This repository houses the code for the community website http://www.probabilistic-numerics.org☆35Updated 4 years ago
- ☆29Updated 7 years ago
- Code for "Learning Inductive Biases with Simple Neural Networks" (Feinman & Lake, 2018).☆21Updated 6 years ago
- Reading Group on Reinforcement Learning topics☆55Updated 8 years ago
- Modeling agents with probabilistic programs☆67Updated 5 years ago
- The information sieve for discrete variables.☆36Updated 8 years ago
- ☆17Updated 7 years ago
- A Python library for reinforcement learning using Bayesian approaches☆54Updated 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
- Expectation Particle Belief Propagation code☆12Updated 6 years ago
- ☆11Updated 8 years ago
- Bidirectional Helmholtz Machines☆40Updated 9 years ago
- Edward content including papers, posters, and talks☆91Updated 4 years ago
- ☆11Updated last year
- RNN with differentiable structure (number of neurons)☆22Updated 8 years ago