Welcome Brewers! This repository is for Code Brewers ! Gonna be updated for learning Machine Learning and Deep Learning by Pytorch.
- Colab
Most beginners have difficulties to start Machine Learning (ML) and Deep Learning (DL) because of hardware and software limits. In this project, I will introduce Colab to begin your first project here. Let's learn how do 'coding' in Colab and language 'Python' little.
- MNIST
The most simple toy project for learning ML and DL. MNIST is the dataset contains 0 to 9 digit number images with 28*28 pixels. This project is for beginners so that it only deals with feed-forward neural network. Of course, it introduces Convolutional Neural Network called CNN but not deeply cause it's gonna be told in CIFAR10 detaily. I know it's hard to understand of all things such as tensors, model, optimizer, loss function even MNIST for. Let's learn slowly but steadily.
- CIFAR10
CIFAR10 is the little more complex image dataset than MNIST dataset. Here I will introduce CNN and how it works.
- Language Model