Advanced Machine Learning - Exercises

Scripts for exercises in lecture "Advanced Machine Learning" 2022, Heidelberg University

Exercise 1

Iterative Optimization

Neural Networks

ConvNets with PyTorch

Name		Name	Last commit message	Last commit date
Latest commit History 53 Commits
Ex1		Ex1
.gitignore		.gitignore
Exe_1.ipynb		Exe_1.ipynb
Jaf_code_exercise_1.py		Jaf_code_exercise_1.py
README.md		README.md
aml_4_1_convnet.png		aml_4_1_convnet.png
cnn-commented.ipynb		cnn-commented.ipynb
cnn-cross-feedback.ipynb		cnn-cross-feedback.ipynb
cnn.html		cnn.html
cnn.ipynb		cnn.ipynb
cnn2.ipynb		cnn2.ipynb
cvae-own-feedback.ipynb		cvae-own-feedback.ipynb
cvae.ipynb		cvae.ipynb
cvae_base.ipynb		cvae_base.ipynb
gp.ipynb		gp.ipynb