GitHub - GiulioTaralli/PyTorch_DeepLearning: This repository contains exercises for learning the PyTorch library and Deep Learning models. Some of these topics were covered during the university course "Neural Networks and Deep Learning", while others were explored independently to deepen expertise in the field.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 17 Commits
models		models
.gitignore		.gitignore
00_PyTorch_Foundamentals.ipynb		00_PyTorch_Foundamentals.ipynb
01_PyTorch_Workflow.ipynb		01_PyTorch_Workflow.ipynb
01_ex_graph_prediction_mutag.ipynb		01_ex_graph_prediction_mutag.ipynb
02_PyTorch_Classification.ipynb		02_PyTorch_Classification.ipynb
02_ex_node_prediction_cora.ipynb		02_ex_node_prediction_cora.ipynb
03_PyTorch_Computer_Vision.ipynb		03_PyTorch_Computer_Vision.ipynb
03_ex_link_prediction_karate.ipynb		03_ex_link_prediction_karate.ipynb
04_PyTorch_Custom_Dataseys.ipynb		04_PyTorch_Custom_Dataseys.ipynb
Autoencoders_PyTorch.ipynb		Autoencoders_PyTorch.ipynb
LabCNN.ipynb		LabCNN.ipynb
NN MNIST.ipynb		NN MNIST.ipynb
VariationalAutoencoders_PyTorch.ipynb		VariationalAutoencoders_PyTorch.ipynb
helper_functions.py		helper_functions.py

About

This repository contains exercises for learning the PyTorch library and Deep Learning models. Some of these topics were covered during the university course "Neural Networks and Deep Learning", while others were explored independently to deepen expertise in the field.

python deep-learning pytorch convolutional-neural-networks autoencoders variational-autoencoder multilayer-perceptron