swift-datascience

• This repository contains the code and data files required for the article: A Comprehensive Guide to Learn Swift from Scratch for Data Science
• You can start Swift in Colab Notebook here

Project Structure

• MNIST.swift : Code to load the MNIST data and convert it into batch of tensors
• Swift_Data_Science_MNIST.ipynb : Notebook of the project, can be directly run in Colab
• main_model.swift : Main file of the model
• t10k-images-idx3-ubyte, t10k-labels-idx1-ubyte, train-images-idx3-ubyte, train-labels-idx1-ubyte : MNIST train and test files

License

All the code in this repository is under the MIT license.

Credits to

I would like to thank these open source projects:

• Swift for Tensorflow for making a really mature library for Swift and for all the useful tutorials!
• Swift Book for a good tutorial on Swift basics