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
- Matlab code implementing Minimum Probability Flow Learning.☆68Updated 10 years ago
- Expectation Particle Belief Propagation code☆12Updated 6 years ago
- ☆11Updated 8 years ago
- This code accompanies the proximity variational inference paper.☆18Updated 6 years ago
- Reading Group on Reinforcement Learning topics☆56Updated 8 years ago
- Implementation of stochastic variational inference for Bayesian hidden Markov models.☆66Updated 7 years ago
- Reducing Reparameterization Gradient Variance code.☆33Updated 7 years ago
- NeurIPS 2018. Linear-time model comparison tests.☆18Updated 5 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆32Updated 9 years ago
- Code for a generative controller for the AI Gym cartpole task☆15Updated 8 years ago
- Analogs of Linguistic Structure in Deep Representations☆19Updated 7 years ago
- Repo for a paper about constructing priors on very deep models.☆73Updated 8 years ago
- Poisson-Gamma dynamical systems☆16Updated 8 years ago
- NeurIPS workshop on Advances in Approximate Bayesian Inference☆48Updated last week
- Lanugage of Thought (LOT) models in Python.☆33Updated 5 years ago
- Example implementation of the Bayesian neural network in "Structured and Efficient Variational Deep Learning with Matrix Gaussian Posteri…☆30Updated 4 years ago
- ProBO: Versatile Bayesian Optimization Using Any Probabilistic Programming Language☆16Updated 5 years ago
- Implementation of Stochastic Gradient MCMC algorithms☆41Updated 8 years ago
- Open access book on variational Bayesian methods written collaboratively☆28Updated 10 years ago
- RL Experiments from our paper "Backpropagation Through the Void": https://arxiv.org/abs/1711.00123. Lovingly forked from OpenAI's RL Base…☆38Updated 7 years ago
- Implementation of "Variational Inference for Monte Carlo Objectives"☆21Updated 4 years ago
- ☆11Updated 8 years ago
- Modeling agents with probabilistic programs☆67Updated 5 years ago
- Topics on theoretical, mathematical aspects of DL☆72Updated 8 years ago
- Edward content including papers, posters, and talks☆91Updated 4 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 10 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
- Dirichlet Process Mixture using PVI, SMC, Variational☆15Updated 10 years ago
- A Python implementation of the gradient REBAR estimator.☆46Updated 6 years ago
- My PhD Thesis☆22Updated 8 years ago