Metadata-Version: 2.1
Name: Modulation
Version: 0.0.4
Summary: time series signal analysis
Home-page: https://github.com/aivclab/modulation
Download-URL: https://github.com/aivclab/modulation/releases
Author: Christian Heider Nielsen
Author-email: christian.heider@alexandra.dk
Maintainer: Christian Heider Nielsen
Maintainer-email: christian.heider@alexandra.dk
License: Apache License, Version 2.0
Keywords: python computer vision neo droid
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: Console
Classifier: Intended Audience :: End Users/Desktop
Classifier: Intended Audience :: Developers
Classifier: License :: OSI Approved :: Apache Software License
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Operating System :: Microsoft :: Windows
Classifier: Operating System :: POSIX
Classifier: Operating System :: OS Independent
Classifier: Programming Language :: Python :: 3
Classifier: Natural Language :: English
Requires-Python: >=3.6
Description-Content-Type: text/markdown
Provides-Extra: docs
Provides-Extra: dev
Provides-Extra: gui
Provides-Extra: setup
Provides-Extra: data
Provides-Extra: tests
Provides-Extra: all
License-File: LICENSE.md

<!--![header](.github/images/header.png)-->

<h1 align="center">Modulation</h1>

<!--# Modulation-->

This repository will host implementation time series signals modality algorithms.

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<p align="center" width="100%">
  <a href="https://www.python.org/">
    <img alt="python" src=".github/images/python.svg" height="40" align="left">
  </a>
  <a href="http://pytorch.org/"style="float: right;">
    <img alt="pytorch" src=".github/images/pytorch.svg" height="40" align="right" >
  </a>
</p>
<p align="center" width="100%">
  <a href="http://www.numpy.org/">
    <img alt="numpy" src=".github/images/numpy.svg" height="40" align="left">
  </a>
  <a href="https://github.com/tqdm/tqdm" style="float:center;">
    <img alt="tqdm" src=".github/images/tqdm.gif" height="40" align="center">
  </a>
</p>

# Contents Of This Readme

- [Algorithms](#algorithms)
- [Requirements](#requirements)
- [Usage](#usage)
- [Results](#results)
  - [Denoise](#denoise)
- [Contributing](#contributing)

# Algorithms

- [spectral_denoise](modulation/regression/spectral_denoise.py) - Spectral Denoise

# Requirements

- pytorch
- tqdm
- Pillow
- numpy
- matplotlib
- torchaudio
- torch
- pynput

To install these use the command:

````bash
pip3 install -r requirements.txt
````

# Usage

Export python path to the repo root, so we can use the utilities module

````bash
export PYTHONPATH=/path-to-repo/
````

# Results

## Denoise

[Code](samples/regression/denoise.py)

### Screenshots

![Denoise](.github/images/results/denoise.png)

# Contributing

See guidelines for contributing [here](CONTRIBUTING.md).

# Citation

For citation you may use the following bibtex entry:

````
@misc{modulation,
  author = {Heider, Christian},
  title = {Neodroid Vision},
  year = {2019},
  publisher = {GitHub},
  journal = {GitHub repository},
  howpublished = {\url{https://github.com/aivclab/modulation}},
}
````

# Authors

* **Christian Heider Nielsen** - [cnheider](https://github.com/cnheider)

Here other [contributors](https://github.com/aivclab/modulation/contributors) to this project are listed.
