https://github.com/nidhaloff/sd-nn

An implementation of the source difference neural network
https://github.com/nidhaloff/sd-nn

Last synced: 6 months ago
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An implementation of the source difference neural network

• Host: GitHub
• URL: https://github.com/nidhaloff/sd-nn
• Owner: nidhaloff
• License: other
• Created: 2020-07-29T21:23:42.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2022-12-26T21:02:22.000Z (almost 3 years ago)
• Last Synced: 2025-02-08T10:34:19.917Z (8 months ago)
• Language: Python
• Size: 25.4 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 2
• Metadata Files:
  • Readme: README.rst
  • Changelog: HISTORY.rst
  • Contributing: CONTRIBUTING.rst
  • License: LICENSE

Awesome Lists containing this project

README

          
====

sd-nn

====

.. image:: https://img.shields.io/pypi/v/sd-nn.svg

        :target: https://pypi.python.org/pypi/sdnn

.. image:: https://img.shields.io/travis/nidhaloff/sd-nn.svg

        :target: https://travis-ci.com/nidhaloff/sdnn

.. image:: https://readthedocs.org/projects/sdnn/badge/?version=latest

        :target: https://sdnn.readthedocs.io/en/latest/?badge=latest

        :alt: Documentation Status

implementation of the source differential neural network.

https://iopscience.iop.org/article/10.1088/0957-0233/23/10/105101

* Free software: BSD license

* Documentation: https://sdnn.readthedocs.io.

Intro

------

The sd-nn is a special type of neural networks that aims to improve the GPS accuracy in real time.

A detailed explanation is provided in the scientific paper: https://iopscience.iop.org/article/10.1088/0957-0233/23/10/105101

Feel free to use the repo if you are working on a similar project.

Features

--------

* Pytorch Implementation

* Keras Implementation

Installation

=============

Install the stable release:

.. code-block:: console

    $ pip install -U sd-nn

take a look at the docs if you want to install from source.