- http://cs231n.github.io/transfer-learning/

- lasagne [recipes](https://github.com/Lasagne/Recipes)

- [a few words on soft-targets](http://www.kdnuggets.com/2015/05/dark-knowledge-neural-network.html)

- If you want to learn more about graphical models - [first video](https://www.youtube.com/watch?v=uAsys22y5mY)

- **PyTorch** [finetuning tutorial](https://pytorch.org/tutorials/beginner/finetuning_torchvision_models_tutorial.html)

[](https://colab.research.google.com/github/yandexdataschool/Practical_DL/blob/spring20/seminar04-finetuning/seminar_pytorch.ipynb)

Your goal for this week is to use pre-trained convolutuional network from the model zoo to classify cats versus dogs.