Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

https://github.com/theevann/dl4sci-pytorch-webinar

pytorch-tutorial

Last synced: 27 days ago
JSON representation

Host: GitHub
URL: https://github.com/theevann/dl4sci-pytorch-webinar
Owner: theevann
Created: 2020-07-13T17:49:21.000Z (almost 4 years ago)
Default Branch: master
Last Pushed: 2020-07-22T13:25:57.000Z (almost 4 years ago)
Last Synced: 2024-02-19T02:33:43.587Z (4 months ago)
Topics: pytorch-tutorial
Language: Jupyter Notebook
Homepage:
Size: 12.4 MB
Stars: 52
Watchers: 4
Forks: 31
Open Issues: 0
Metadata Files:
- Readme: README.md

Lists

awesome-stars - theevann/dl4sci-pytorch-webinar - (Jupyter Notebook)

README

        # 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)