2021-04-21 13:02:55 +00:00
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# ProtoTorch Models
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2021-04-21 11:13:28 +00:00
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2021-04-21 11:30:50 +00:00
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Pre-packaged prototype-based machine learning models using ProtoTorch and
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PyTorch-Lightning.
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2021-04-21 13:02:55 +00:00
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## Installation
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To install this plugin, simple install
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[ProtoTorch](https://github.com/si-cim/prototorch) first by following the
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installation instructions there and then install this plugin by doing:
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```sh
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git clone https://github.com/si-cim/prototorch_models.git && cd prototorch_models
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pip install -e .
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```
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The plugin should then be available for use in your Python environment as
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`prototorch.models`.
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## Available models
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- [X] GLVQ
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- [ ] GMLVQ
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- [ ] Local-Matrix GMLVQ
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- [ ] Limited-Rank GMLVQ
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- [ ] GTLVQ
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- [ ] RSLVQ
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- [ ] PLVQ
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- [ ] LVQMLN
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- [ ] CBC
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