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Python bindings for sofia-ml

Project Description

PySofia

PySofia is a python wrapper around the methods present in the C++ sofia-ml library. These include Stochastic Gradient Descent implementations of some ranking algorithms, notably RankSVM.

Dependencies

  • cython >= 0.17 (previous versions will not work)
  • numpy
  • A C++ compiler (gcc will do)

You will not need to install sofia-ml since it is incuded in this distribution

Installation

$ pip install -U pysofia

Methods

pysofia.train_sgd

Trains a model using stochastic gradient descent. See docstring for more details.

pysofia.compat.RankSVM implements an estimator following the conventions used in scikit-learn.

Development

Check out the latest version at github: https://github.com/fabianp/pysofia/

License

Apache License 2.0

Authors

PySofia is the work of Fabian Pedregosa. The sofia-ml library is written by D. Sculley.

Release History

Release History

This version
History Node

0.8

History Node

0.7

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0.6

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0.5

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0.4

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0.3

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0.2

History Node

0.1

Download Files

Download Files

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File Name & Checksum SHA256 Checksum Help Version File Type Upload Date
pysofia-0.8.tar.gz (60.8 kB) Copy SHA256 Checksum SHA256 Source Aug 29, 2014

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