Metadata-Version: 1.1
Name: ilang
Version: 0.2.1
Summary: Inference Language for Volumetric Imaging
Home-page: http://www.occiput.io
Author: Stefano Pedemonte
Author-email: stefano.pedemonte@gmail.com
License: LICENSE.txt
Description: ======
        iLang
        ======
        
        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: 
        
        1. If pip is installed: 
        
        pip install ilang
        
        2. Download source files, uncompress, at the command line cd to the downloaded folder and run: 
        
        python setup.py build test install 
        
        
        Features
        ========
        
        Samplers
        --------
        
        1. Metropolis Hastings Markov Chain Monte Carlo
        
        2. Hamiltonian Monte Carlo 
        
        3. Langevin Adjusted Metropolis Hastings Markov Chain Monte Carlo 
        
        
        Optimizers
        ----------
        
        3. Gradient Descent
        
        4. Stochastic Gradient Descent
        
        5. Expectation Maximization
        
        
        
        Website
        =======
        
        `ilang home page <http://www.occiput.io/>`_. 
        
        
        
        
Platform: UNKNOWN
Classifier: Programming Language :: Python
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: Other Environment
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: BSD License
Classifier: Operating System :: OS Independent
Classifier: Topic :: Scientific/Engineering :: Medical Science Apps.
Classifier: Topic :: Scientific/Engineering :: Mathematics
Classifier: Topic :: Scientific/Engineering :: Bio-Informatics
