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Deep Learning Workshop

This repository contains the materials used in the Introduction to Deep Learning workshop organized by InterPARES Trust AI.

No	Topic	Tutorial	Video	Slides
1	Introduction to NumPy	notebook	video	-
2	Introduction to PyTorch	notebook	video	-
3	Feedforward Networks	notebook	video	slides
4	Convolutional Neural Networks	notebook	video	slides
5	Recurrent Neural Networks	notebook	video	slides
6	Introduction to Transformer	notebook	video	slides
7	Transformer for Machine Translation	notebook	video	slides

This repository is MIT-licensed.

Name		Name	Last commit message	Last commit date
Latest commit History 11 Commits
images		images
CNN.ipynb		CNN.ipynb
Feedforward.ipynb		Feedforward.ipynb
LICENSE		LICENSE
README.md		README.md
RNN.ipynb		RNN.ipynb
numpy_tutorial.ipynb		numpy_tutorial.ipynb
pytorch_tutorial.ipynb		pytorch_tutorial.ipynb
transformer_intro_tutorial.ipynb		transformer_intro_tutorial.ipynb
transformer_mt_tutorial.ipynb		transformer_mt_tutorial.ipynb