Python Instance Space Analysis package
Project description
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 ISA toolkit was developed as part of the project Matilda, in the university of Melbourne.
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
git clone https://gitlab.com/ita-ml/pyispace.git
cd pyispace/
pip install -e .
Usage
- Command Line Interface
Inside the folder containing the required files options.json
and metadata.csv
, run
python -m pyispace
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)
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