implementation of the source differential neural network.
Project description
sdNN
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 sdNN 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:
$ pip install -U sdNNtake a look at the docs if you want to install from source.
History
0.1.0 (2020-03-14)
First release on PyPI.
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
File details
Details for the file sd-nn-0.1.1.tar.gz.
File metadata
- Download URL: sd-nn-0.1.1.tar.gz
- Upload date:
- Size: 9.6 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.20.0 setuptools/46.0.0 requests-toolbelt/0.9.1 tqdm/4.43.0 CPython/3.6.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 03e53724398205904b1aae10f2f5883df10edb94e94e3a1c9bd657ecca098e56 |
|
| MD5 | 06f3bbf009263733f3211129eca7fef7 |
|
| BLAKE2b-256 | d14ba20f94a8b760f3592ef034e5a0109e9a340366919f645c65bd337e84fcc4 |
File details
Details for the file sd_nn-0.1.1-py2.py3-none-any.whl.
File metadata
- Download URL: sd_nn-0.1.1-py2.py3-none-any.whl
- Upload date:
- Size: 4.6 kB
- Tags: Python 2, Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/1.14.0 pkginfo/1.5.0.1 requests/2.20.0 setuptools/46.0.0 requests-toolbelt/0.9.1 tqdm/4.43.0 CPython/3.6.9
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 2106bb98b4c10883660f9d92e86e12128bdcecd7b1aef26bf435c9b4588c8cf6 |
|
| MD5 | 3809b74a36b17f035fe9433c685c1701 |
|
| BLAKE2b-256 | 25d391ab548c5cae5c5b1fe00d0b0316d0615678bcf0129139d164eb4a37335b |
