caispp 0.1.1

High level ML library used in CAIS++ Curriculum

CAISPP

About

This is package allows for high level ML model creation. It uses Keras with a Tensorflow backend, and was originally created to be used for the curriculum of USC's CAIS++ (Center for AI in Society, Student Branch).

Use Cases

The package currently supports Image Classification.

Example usage

from caispp import ImageDataset, ImageClassifier
from pathlib import Path

path = Path('example_dataset/') # Path to dataset
dataset = ImageDataset(path, show_distribution=True)

classifier = ImageClassifier(dataset)
classifier.train(epochs=10)

classifier.show_history()

classifier.test(show_distribution=True)