Got selected for GSoC'15. Feeling awesome. It will be an awesome and challenging summer. It would be a great learning experience. Thanks to all the members for selecting me and keeping confidence in me.
Been busy with exams and travelling back to home…so couldn’t post about it earlier…. :)
My project for GSoC'15 is Parsing from and writing to standard PGM file formats.
Pgmpy is a python library for creation,
Manipulation and implementation of Probabilistic graph models.There
are various standard file formats for representing PGM data. PGM data
basically consists of graph,a table corresponding to each node and a few
other attributes of a graph.
Pgmpy needs functionality to read
networks from and write networks to these standard file
formats.Currently pgmpy supports 4 file formats ProbModelXML, PomDPX,
XMLBIF and XMLBeliefNetwork file formats.The project aims to improve the
existing implementation of the file formats and implement a UAI
file format during the course of GSoC.This way models can be specified
in a uniform file format and readily converted to bayesian or markov
model objects.
We recently had a meeting with our mentors to discuss the plan ahead.As a part of community bonding period i am reading about the pyparsing module which will be used to parse the UAI file format.
Also i am planning to prepare an abstract grammar for the UAI format which will help me later during the implementation.
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