javiabellan / notebooks

My jupyter notebooks for deep learning and machine learning

Fast.ai: Docs, Forum, Videos, Notebooks

Here are my notebooks using the fast.ai library.

Vision

• [ddd](Vision - Basics.ipynb)
• CAM.ipynb
• Cadene pretrained models.ipynb
• Google images.ipynb
• Resnet and densenet.ipynb
• Superresolution.ipynb
• Transforms.ipynb
• Unet.ipynb
• Audio.ipynb

NLP

• NLP.ipynb

Tabular data

• Collaborative filtering.ipynb
• Rossmann.ipynb
• Tabular data.ipynb

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• Databunch
  • If the label is an int by default is a classification problem.
  • If the label is an float by default is a regression problem.