Pytorch - Zero to GANs: Course Project

Date: 2020-06-27

As the last assignment to finish the course, we had to choose an online dataset and apply the concepts learned during the course. 1. Finding and choosing a dataset To start with I was considering using either one related to sports (most likely the…

Pytorch - Zero to GANs: Assignment 3 - Feed Forward Neural Networks

Date: 2020-06-10

For this assignment we had to use a dataset of everyday objects and classify it by training and using a neural network. Steps Explore the CIFAR10 dataset: CIFAR-10 and CIFAR-100 datasets Set up a training pipeline to train a neural network on a GPU…

Pytorch - Zero to GANs: Assignment 2 - Train Your First Model

Date: 2020-06-02

For this assignment we had to use personal information from a person to predict the price of medical bills for a year. Steps Download and explore the dataset. Prepare the dataset for training. Create a linear regression model. Train the model to fit…

Pytorch - Zero to GANs: Assignment 1 - All About torch.Tensor

Date: 2020-05-29

Function 1 - torch.cross() Function 2 - torch.flatten() Function 3 - Function 4 - torch.load() Function 5 - torch.reshape() Link to the Jupyter notebook I made for the assignment: remusa/01-tensor-operations | Jovian Reference Links…

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