belief propagation and other learning algorithm in C++, along with some examples.

Implementation (more to come)

- bp.cpp & bp.hpp (BP, CPU version)
- bp_gpu.hpp (BP, GPU version)

Todo

- Gibbs sampler
- Hamiltonian Monte Carlo

Examples

Image Filtering

- tests/img_denoise.cpp
- tests/img_denoise_gpu.cpp

Using arbitrary settings for tests:

Original

After

Original

After