https://github.com/alexemg/tutorials

Collection of miscellaneous teaching, workshop or tutorial materials...
https://github.com/alexemg/tutorials

Last synced: 18 days ago
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Collection of miscellaneous teaching, workshop or tutorial materials...

• Host: GitHub
• URL: https://github.com/alexemg/tutorials
• Owner: AlexEMG
• Created: 2018-12-05T18:02:28.000Z (about 6 years ago)
• Default Branch: master
• Last Pushed: 2020-02-11T14:26:22.000Z (almost 5 years ago)
• Last Synced: 2024-11-09T06:45:04.126Z (2 months ago)
• Language: Jupyter Notebook
• Homepage:
• Size: 8.32 MB
• Stars: 4
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Collection of miscellaneous teaching, workshop or tutorial materials

Open CNP retreat workshop notebook: [![Open CNP workshop notebook](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/AlexEMG/Tutorials/blob/master/Workshop_CNP.ipynb)

## Materials for guest lecture on neural networks (in NeuralNetworks_at_HMS_guestlecture folder):

These materials were for a [guest lecture on neural networks](http://www.neurodev.org/), a course at Boston Children's Hospital and Harvard Medical School organzied by Bruno Boivin and Rafael Gonzalez Cano taught in 2018/19. The slides can also be found here: https://github.com/AlexEMG/Tutorials/blob/master/NeuralNetworks_at_HMS_guestlecture/Lesson5-NN.pdf

Open the Neural Networks demo in Colab: [![](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/AlexEMG//Tutorials/blob/master/NeuralNetworks_at_HMS_guestlecture/MNIST-Keras.ipynb)

Open the brain vs bodyweight example demo in Colab: [![Open the Data loading example demo in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://github.com/AlexEMG/Tutorials/blob/master/NeuralNetworks_at_HMS_guestlecture/DataExamples.ipynb)

Open DeepLabCut demo in Colab:

[![Open DeepLabCut demo in Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/AlexEMG/DeepLabCut/blob/master/examples/Colab_TrainNetwork_VideoAnalysis.ipynb)