TADA HDT by Ahmad AlobaidTADA HDT by Ahmad Alobaid

TADA HDT

Ahmad Alobaid

Statistician

Data Scientist

ML Engineer

C++

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Posted Jun 12, 2023

Generate a model from the numerical properties in a given HDT file and predict the concepts of columns in tabular data.

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TADA HDT

Ahmad Alobaid

Statistician

Data Scientist

ML Engineer

C++

TADA-HDT

This application is intended for processing intermediate files from TADA-NumCol

Output Files Formats

class_property_num.tsv

CLASS_URI1 PROP1 PROP2 ... CLASS_URI2 PROP3 PROP4 ...

features.tsv

CLASS_URI PROPERTY_URI #NUMERIC_VALS MEAN MEDIAN STD

Workflow

Install

(on ubuntu only) See scripts/setup.sh

Build

make

Run

make run

Debug

make debug It will generate massif output

Tests

make test

Coverage

test cov

Docker, automated tests and coverage

(docker should be installed) sh scripts/run_test_with_docker.sh

Like this project

Posted Jun 12, 2023

Generate a model from the numerical properties in a given HDT file and predict the concepts of columns in tabular data.

Likes

Views

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