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ulmfit-fastai-text-classifier's Introduction

👋 Hello

I’m a Computer Science student at the University of British Columbia, Vancouver. I work in the Computer Vision Lab with Dr. Leonid Sigal and Dr. Renjie Liao. My interests lie in multimodal vision-text models and graph-based techniques for image segmentation and object localization.

Quick facts:

  • 👯 I’m looking to collaborate on multimodal computer vision research projects
  • 📫 How to reach me: message me on Instagram
  • 💬 Ask me about Tesla, Apple, or anything tech and photography!
  • ⚡ Fun fact: I do photography as a hobby. My work has over 100 million views on Unsplash.

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ulmfit-fastai-text-classifier's Issues

Unable to get category label

learn.predict("homebrew not working")
output
Category tensor(8),
tensor(8),
tensor([2.4084e-06, 1.7041e-06, 7.8597e-07, 8.5743e-08, 3.4899e-07, 4.1199e-07,
2.8430e-06, 1.6532e-04, 9.9981e-01, 1.5973e-07, 5.3938e-06, 6.9679e-06,
2.8369e-09, 4.6380e-07, 1.6694e-07, 3.2121e-07, 2.4129e-07, 1.2480e-06,
9.1213e-08, 1.1310e-06]))

Can you please guide how to get label like Linq etc?

ClassificationInterpretation() isn't working as the code

I took reference for using ULMFiT from this Git and have been trying to get a confusion matrix and the required metrics for my model. however fastai's ClassificationInterpretation() is showing me the error in the screenshot. How to fix this?
image

Incorrect Title

Hi,
The solution you provided is for Multi-Class Classification instead of Multi-Label Classification.
Appreciate your work but do update the details in the repository as well as in the medium article.
Keep up all the good work.

Thanks

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