Welcome to the Duke Machine Learning Virtual Summer School 2021 (MLvSS)!
The MLvSS includes 3 hands-on training sessions on implementing machine learning tools with the PyTorch software platform.
Day 1: Introduction to PyTorch (Billy Carson)
- Student notebook (contains space for student to code along): https://github.com/dukeplusds/mlvss2021/blob/main/intro_pytorch.ipynb
- Full solutions notebook: https://github.com/dukeplusds/mlvss2021/blob/main/intro_pytorch_complete.ipynb
Day 2: Pytorch for image analysis with deep learning (Nikhil Mehta)
- Student notebook: https://github.com/dukeplusds/mlvss2021/blob/main/Student_MLvSS2021_ImageAnalysis.ipynb
- Full solutions notebook: https://github.com/dukeplusds/mlvss2021/blob/main/Completed_MLvSS2021_ImageAnalysis.ipynb
Day 3: PyTorch for natural language processing (Serge Assaad)
- Student notebook: https://github.com/dukeplusds/mlvss2021/blob/main/Student_Pytorch_NLP_tutorial.ipynb
- Full solutions notebook: https://github.com/dukeplusds/mlvss2021/blob/main/Pytorch_NLP_tutorial.ipynb