Description:

ilang 0.3.1

Inference language for volumetric imaging.

#!/usr/bin/env python
from ilang import Graphs, Samplers, Tracers
# .. more documentation is required, see the examples in the /examples folder.
# Look at how ilang is used in occiput.io


Installation
Linux, MacOsX, Windows
There are two ways to install under Linux, MacOsX and Windows:

If pip is installed:

pip install ilang

Download source files, uncompress, at the command line cd to the downloaded folder and run:

python setup.py build test install


Features

Samplers

Metropolis Hastings Markov Chain Monte Carlo
Hamiltonian Monte Carlo
Langevin Adjusted Metropolis Hastings Markov Chain Monte Carlo



Optimizers

Gradient Descent
Stochastic Gradient Descent
Expectation Maximization




Website
ilang home page.

License

For personal and professional use. You cannot resell or redistribute these repositories in their original state.

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