Inference Language for Volumetric Imaging
Project description
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
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| Filename, size | File type | Python version | Upload date | Hashes |
|---|---|---|---|---|
| Filename, size ilang-0.3.1.tar.gz (23.2 kB) | File type Source | Python version None | Upload date | Hashes View hashes |
