Inference language for volumetric imaging.
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
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
- Metropolis Hastings Markov Chain Monte Carlo
- Hamiltonian Monte Carlo
- Langevin Adjusted Metropolis Hastings Markov Chain Monte Carlo
- Gradient Descent
- Stochastic Gradient Descent
- Expectation Maximization
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.