https://github.com/ktonal/mimikit
Music Modeling Kit
https://github.com/ktonal/mimikit
audio audio-files deep-learning generative-model google-colab jupyter-notebook lightning music neptune pypi-package python pytorch torch
Last synced: 6 months ago
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Music Modeling Kit
- Host: GitHub
- URL: https://github.com/ktonal/mimikit
- Owner: ktonal
- License: gpl-3.0
- Created: 2020-10-23T04:17:42.000Z (almost 5 years ago)
- Default Branch: master
- Last Pushed: 2025-01-10T05:49:21.000Z (9 months ago)
- Last Synced: 2025-04-10T01:59:58.262Z (6 months ago)
- Topics: audio, audio-files, deep-learning, generative-model, google-colab, jupyter-notebook, lightning, music, neptune, pypi-package, python, pytorch, torch
- Language: Python
- Homepage:
- Size: 22.3 MB
- Stars: 20
- Watchers: 1
- Forks: 1
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# mimikit
The MusIc ModelIng toolKIT (`mimikit`) is a python package that does Machine Learning with audio data.
Currently, it focuses on training auto-regressive neural networks to generate audio.
but it does also contain an app to perform basic & experimental clustering of audio data in a notebook.
## Installation
you can install with pip
```shell script
pip install mimikit[torch]
```
or with
```shell script
pip install --upgrade mimikit[torch]
```
if you are looking for the latest version
for an editable install, you'll need
```shell script
pip install -e . --config-settings editable_mode=compat
```
## Usage
Head straight to the [notebooks](https://github.com/ktonal/mimikit-notebooks) for example usage of `mimikit`, or open them directly in Colab:
[](https://colab.research.google.com/github/ktonal/mimikit-notebooks/blob/main)
## Output Samples
You can explore the outputs of different trainings done with `mimikit` at this demo website:
https://ktonal.github.io/mimikit-demo-outputs
## License
`mimikit` is distributed under the terms of the [GNU General Public License v3.0](https://choosealicense.com/licenses/gpl-3.0/)