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dl4sci-pytorch-webinar

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최종 버전 다운로드 (.zip)

- webinar-1-tensors.ipynb
- webinar-2-data-live.ipynb
- webinar-2-data-offline.ipynb
- webinar-3-modules.ipynb
- webinar-4-autograd.ipynb
- webinar-5-optimisers.ipynb
- webinar-6-walkthrough.ipynb
- - backprop.sketch
  - colab-connect.png
  - colab-runtime.png
  - computation-graph-1.png
  - computation-graph-1.svg
  - computation-graph-2.png
  - computation-graph-2.svg
  - conv-1d.gif
  - conv-2d-in-channels.gif
  - conv-2d-out-channels.gif
  - conv-2ds.gif
  - deeper.jpeg
  - image-city.jpg
  - mnist.jpeg
  - notebook-download.png
  - resnet.png
  - simply-build-model.jpeg
  - sprinkle.jpg
  - transfer-learning-1.png
  - transfer-learning-2.png
  - why-pytorch.png
- - solution_1.py
  - solution_2.py
  - solution_3.py
  - solution_4.py
  - solution_5.py
- 1-Basics.ipynb
- 2-Autograd.ipynb
- 3-Optimization.ipynb
- 4-Modules.ipynb
- 5-CNN.ipynb
- 6-Transfer-Learning.ipynb
- 7-Data-Loading.ipynb
- image-city.jpg
PyTorch Webinar Slides.pdf
README.md

// repository documentation

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# dl4sci-pytorch-webinar

Video of the webinar available on [youtube](https://www.youtube.com/watch?v=pWrwyOsho5A)

## Live Notebooks on Colab

1. [Tensors](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-1-tensors.ipynb)
1. [Data](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-2-data-live.ipynb)
1. [Modules](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-3-modules.ipynb)
1. [Autograd](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-4-autograd.ipynb)
1. [Optimiser](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-5-optimisers.ipynb)
1. [CNN Walkthrough](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/live-notebooks/webinar-6-walkthrough.ipynb)

## Offline Notebooks on Colab

1. [Basics](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/1-Basics.ipynb)
1. [Autograd](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/2-Autograd.ipynb)
1. [Optimization](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/3-Optimization.ipynb)
1. [Modules](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/4-Modules.ipynb)
1. [CNN](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/5-CNN.ipynb)
1. [Transfer Learning](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/6-Transfer-Learning.ipynb)
1. [Data](https://colab.research.google.com/github/theevann/dl4sci-pytorch-webinar/blob/master/offline-notebooks/7-Data-Loading.ipynb)