https://github.com/mujadded/svm-linear-classifier-with-pytorch

https://github.com/mujadded/svm-linear-classifier-with-pytorch

Last synced: 8 days ago
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• Host: GitHub
• URL: https://github.com/mujadded/svm-linear-classifier-with-pytorch
• Owner: Mujadded
• License: mit
• Created: 2023-03-16T23:28:19.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2023-03-18T22:34:36.000Z (over 3 years ago)
• Last Synced: 2025-06-03T21:18:52.191Z (about 1 year ago)
• Language: Jupyter Notebook
• Size: 14.6 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: ReadMe.md
  • License: LICENSE

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README

          
# Linear Classifier with SVM loss funtion

A Simple implementation of Linear Classifier with SVM loss funtion using pyTorch.

This uses GPU and also vectorized Python to be most optimized.

## Files

`linear_classifier.py` has the main code for Linear Classifier with SVM

`test_classifier.ipynb` has the playgroud where this is tested.

Example of Linear Classifier:

```

Trainning Accuracy: 0.34, Validation Accuracy: 0.33

Final Accuracy on Test: 33.00%

```