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
1 maintainer
Metadata
1 maintainer
Release files for ilang 0.3.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| ilang-0.3.1.tar.gz | 23.2 kB | Details |
Release files / ilang-0.3.1.tar.gz
| Download URL | ilang-0.3.1.tar.gz |
|---|---|
| Size | 23.2 kB |
| Tags | Source |
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