dataflowr-PlutonAI
Practicals of the Deep Learning course provided by Marc Lelarge from Pluton AI in Spring 2020 :
- Machine learning pipeline and course overview
- PyTorch tensors and automatic differentiation
- Classification with deep learning
- Convolutional neural networks
- Embedding layers and dataloaders
- Unsupervised learning: auto-encoders and generative adversarial networks
- Recurrent neural networks