mir-ml-utils 0.0.7

Various utilities for machine learning training in Python 3. for the mir project

mir-ml-utils

The ML engine for the mir (Marine Inspection by Remote) app.

Install

You can install the utilities via pip

pip install mir-ml-utils

For a specific version use

pip install mir-ml-utils==x.x.x

You can uninstall the project via

pip3 uninstall mir-ml-utils

Dependencies

• PyTorch

• Numpy

• Pillow

• matplolib

• sphinx (if you want to build the documentation)

The project also gets benefited from easyfsl and easy-few-shot-learning. However, you don't need to install this as a fork is maintained within mir-engine

Testing

There are additional dependencies if you want to run the tests

• pytest
• coverage
• flake8

In order to test locally, you can run the

local_test_pipeline.sh

The script first runs flake8 and then pytest with coverage. Finally, it produces a report coverage_report.txt.

Installation