Description:

pyispace 0.3.7

PyISpace
Python Instance Space Analysis Toolkit

Getting Started
This is the Python version of the Instance Space Analysis (ISA) toolkit, originally written in Matlab code. The original ISA toolkit was developed as part of the project MATILDA, at the University of Melbourne, Australia.
PyISpace is a Python package that contains a subset of the tools present in the original Matlab code repository. It is not our intention to add new features to the toolkit. For a complete experience of all tools, we recommend the original code, or the web version.
Requirements
Python 3.7 or newer.
Installation
Via PyPi:
pip install pyispace

Or directly from the repository code:
git clone https://gitlab.com/ita-ml/pyispace.git
cd pyispace/
pip install -e .

Usage

Command Line Interface

Inside the folder (rootdir) containing the required files options.json and metadata.csv, run
isa

Optionally, the rootdir path may be passed with -r or --rootdir:
isa -r /Users/user/workspace/

For more information about these files, please refer to the original repository instructions.

Python package

from pyispace import train_is
model = train_is(metadata, opts)

Disabling messages
PyISpace uses logging to display messages. You can disable the messages, for example, changing the level associated to the package:
logging.getLogger("pyispace").setLevel(logging.ERROR)

License

For personal and professional use. You cannot resell or redistribute these repositories in their original state.

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