Tommaso Teofili tteofili

Instructions for evaluating ER explanations with CERTEM

create a new Google Colab Notebook
open the CERTEM-demo Google Colab Notebook at https://colab.research.google.com/drive/1e9L4Edbm3_X4V_xH7EFkxsmT3wE4Qwca?usp=sharing
copy each cell from CERTEM-demo.ipynb into your newly created notebook (in the very same order)
Run all cells (Runtime -> Run all)
Once all cells are loaded you should see something like
Select one of the datasets in the dropdown menu, either BA or AB (avoid IA because of visualization issues)
Select one of the existing models by checking one of the boxes DeepER, DeepMatcher, Ditto.

	"""

	python port of Apache Lucene's OptimizedScalarQuantizer.

	source: lucene/core/src/java/org/apache/lucene/util/quantization/OptimizedScalarQuantizer.java

	overview
	------------------
	OSQ is a per-vector scalar quantizer based on three main ideas:

	apiVersion: image.openshift.io/v1
	kind: ImageStream
	metadata:
	labels:
	opendatahub.io/notebook-image: "true"
	annotations:
	opendatahub.io/notebook-image-url: "https://github.com/thoth-station/s2i-generic-data-science-notebook"
	opendatahub.io/notebook-image-name: "Standard Data Science"
	opendatahub.io/notebook-image-desc: "Jupyter notebook data science image with TrustyAI library installed"
	name: s2i-generic-data-science-notebook

	/*
	* Anserini: A Lucene toolkit for reproducible information retrieval research
	*
	* Licensed under the Apache License, Version 2.0 (the "License");
	* you may not use this file except in compliance with the License.
	* You may obtain a copy of the License at
	*
	* http://www.apache.org/licenses/LICENSE-2.0
	*
	* Unless required by applicable law or agreed to in writing, software

	/*
	* Anserini: A Lucene toolkit for reproducible information retrieval research
	*
	* Licensed under the Apache License, Version 2.0 (the "License");
	* you may not use this file except in compliance with the License.
	* You may obtain a copy of the License at
	*
	* http://www.apache.org/licenses/LICENSE-2.0
	*
	* Unless required by applicable law or agreed to in writing, software