Welcome to IMLResearch 1.0.0

IMLResearch is a toolkit to help with image-based machine learning projects using Python. Built on Keras with TensorFlow, this library provides functions for data handling, preprocessing, visualization, and more. These functions are combined into a single Researcher class to make experimentation easier and more efficient. Key features include hyperparameter tuning and experiment report generation. Note that this toolkit is specifically tailored for image classification tasks and does not support regression problems.

IMLResearch is hosted on GitHub and registered on PyPI. This project was developed under the FFG Coin ENDLESS Research Project.

About

• Installation
• Architecture
• License and Copyright

Low-Level Modules

• Shared Attributes
• Data Handling
• Image Preprocessing
• Plotting
• Training
• Experimenting

High-Level API

• Researcher

How to Guide

• Recommendation
• Defining an Experiment
• Executing the Experiment
• Experiment Outputs
• Hyperparameter Tuning

Other

• Bibliography