https://github.com/ayushshrivstava/mlp_visualizer

Visualize MLPs by changing their characteristics .
https://github.com/ayushshrivstava/mlp_visualizer

Last synced: 5 days ago
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Visualize MLPs by changing their characteristics .

• Host: GitHub
• URL: https://github.com/ayushshrivstava/mlp_visualizer
• Owner: AyushShrivstava
• Created: 2023-04-20T07:09:26.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2023-09-11T07:04:26.000Z (about 1 year ago)
• Last Synced: 2024-06-16T15:02:59.617Z (5 months ago)
• Language: Python
• Size: 46.9 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# MLP Visualizer

An Application that can be used to visualize the predictions of a Multi-Layer Perceptron (MLP) regressor by vaying various aspect of the model.

Below are the various parameters that can be varied to see the effect on the predictions of the model.

* Number of hidden Layers.

* Number of Neurons in each layer.

* Activation Function.

* Learning Rate.

* Optimizer.

* Number of iterations.

* Noise in the data.

* Test-Train Split.

The application outputs the following:

* The predictions of the model.

* Errors in the predictions.

* Training and Testing Datasets.

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### Application is hosted at https://huggingface.co/spaces/Ayushs799/MLP_Visualize