david-dunson / sparse_bayesian_infinite_factor_models
Sparse Bayesian Infinite Factor Models
☆11Updated 4 years ago
Alternatives and similar repositories for sparse_bayesian_infinite_factor_models:
Users that are interested in sparse_bayesian_infinite_factor_models are comparing it to the libraries listed below
- Gaussian process regression + automatical model selection for logitudinal -omics data☆21Updated 4 years ago
- A fresh approach to deep learning written in MATLAB☆24Updated 2 years ago
- Fastfit matlab toolbox☆27Updated 8 years ago
- ☆19Updated 4 years ago
- Code associated with the paper 'Higher-order structure of multivariate time series' (https://www.nature.com/articles/s41567-022-01852-0)☆41Updated 5 months ago
- Matlab code for my paper "Copula Variational Bayes inference via information geometry", submitted to IEEE Trans. on information theory, 2…☆52Updated 6 years ago
- Code for ICML 2019 paper on "Fast and Simple Natural-Gradient Variational Inference with Mixture of Exponential-family Approximations"☆18Updated 4 years ago
- STATS305C: Applied Statistics III (Spring, 2023)☆23Updated last year
- Multi-task regression in Python☆25Updated 4 years ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Updated 5 years ago
- Code for An Adaptive Empirical Bayesian Method for Sparse Deep Learning (NeurIPS'19)☆20Updated 3 years ago
- Randomized Dimension Reduction Library☆115Updated 3 years ago
- Light-weighted code for Orthogonal Additive Gaussian Processes☆41Updated 7 months ago
- Parametric Gaussian Process Regression for Big Data☆44Updated 5 years ago
- 🤿 Implementation of doubly stochastic deep Gaussian Process using GPflow and TensorFlow 2.0☆27Updated last year
- A matlab library for CUR matrix decomposition☆26Updated 7 years ago
- ☆15Updated 2 years ago
- ☆13Updated 5 months ago
- A multi-algorithm Python framework for regularized regression☆13Updated last year
- Riemannian stochastic optimization algorithms: Version 1.0.3☆64Updated 2 years ago
- Matlab Code for Variational Gaussian Copula Inference☆16Updated 9 years ago
- Dynamic mode decomposition with dependent structure among observables (Graph DMD)☆13Updated 5 years ago
- Matlab code implementing Hamiltonian Annealed Importance Sampling for importance weight, partition function, and log likelihood estimatio…☆26Updated 10 years ago
- Variational Gaussian Process State-Space Models☆23Updated 9 years ago
- ☆15Updated 4 years ago
- Sample code for the NIPS paper "Scalable Variational Inference for Dynamical Systems"☆26Updated 5 years ago
- Time-varying Autoregression with Low Rank Tensors☆15Updated 3 years ago
- Matlab Toolbox for Dimensionality Reduction☆34Updated 10 years ago
- A package to study complex networks based on the temporal evolution of their Dynamic Communicability and Flow.☆10Updated 8 months ago
- Code for AISTATS 2017 paper on "Conjugate-Computation Variational Inference"☆20Updated 4 years ago