Practical deeplearning with pytorch

This is the collecion of excercises and projects that I have done as part of the Udemy's course Practical Deep Learning with PyTorch

Dependancy

• Install Anaconda package.
• Configure the system for GPU computing here.
• Install pytorch with gpu enabled(match the cuda version in your system).

conda install pytorch torchvision cudatoolkit=10.2 -c pytorch

Contents

1. Basics
2. Linear regression
3. Logistic regression
4. FNN
5. CNN
6. RNN
7. LSTM