radum2275 / merlin
An extensible C++ library for probabilistic inference in graphical models.
☆52Updated 2 months ago
Related projects ⓘ
Alternatives and complementary repositories for merlin
- C++ code for the RDIS algorithm from "Recursive Decomposition for Nonconvex Optimization." Friesen and Domingos, IJCAI 2015.☆57Updated 9 years ago
- Fast autodiff.☆19Updated 9 years ago
- BBRL is a C++ open-source library used to compare Bayesian reinforcement learning algorithms☆33Updated 8 years ago
- Fastidious accounting of entropy streams into and out of optimization and sampling algorithms.☆31Updated 8 years ago
- Backpropagate derivatives through the Cholesky decomposition☆57Updated 4 years ago
- Workshop on the future of gradient-based machine learning software, NIPS 2017, 2016☆15Updated 6 years ago
- This repository houses the code for the community website http://www.probabilistic-numerics.org☆35Updated 4 years ago
- Library of common tools for machine learning research.☆40Updated 6 years ago
- Implementation of Hamiltonian Monte Carlo using Google's TensorFlow☆48Updated 8 years ago
- A Newton ADMM based solver for Cone programming.☆38Updated 7 years ago
- Look Ahead Hamiltonian Monte Carlo☆30Updated 9 years ago
- Deep GPs with GPy☆31Updated 8 years ago
- Repo for a paper about constructing priors on very deep models.☆70Updated 8 years ago
- Python package for inference with Gaussian processes☆11Updated 9 years ago
- ☆46Updated 11 years ago
- Preconditioning Kernel Matrices☆15Updated 8 years ago
- Poisson-Gamma dynamical systems☆16Updated 7 years ago
- GURLS: a Least Squares Library for Supervised Learning☆63Updated 8 years ago
- Sketching-based Distributed Matrix Computations for Machine Learning☆98Updated 6 years ago
- Python implementation of Sum-Product for Factor Graphs☆44Updated 8 years ago
- Bayesian state-space modelling on high-performance hardware, including multicore, GPUs and distributed clusters.☆96Updated last year
- Fun with variational autoencoders.☆11Updated 6 years ago
- modular implementation of new algorithm☆13Updated 10 years ago
- Python implementation of Markov Jump Hamiltonian Monte Carlo☆24Updated 7 years ago
- Cephes Mathematical Functions library wrapped for Torch☆47Updated 8 years ago
- ☆42Updated 4 years ago
- Deep exponential family models in MXNet/Gluon. Layers o' latents 💤☆17Updated 7 years ago
- ☆25Updated 2 years ago
- Learning to Discover Efficient Mathematical Identities☆48Updated 9 years ago