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rcap107/README.md

Hello! I'm Riccardo Cappuzzo (@rcap107). I am a postdoctoral researcher at Inria Saclay and Dataiku. I am working on wrangling tabular data so that it can be used for Machine Learning tasks.

I work mostly with Python and its data science libraries (Pytorch, Pandas, Numpy, scikit-learn, matplotlib, seaborn).

I am interested in word embeddings, graph embeddings, graph neural networks and how they can be applied to data curation tasks.

I have implemented EmbDI, a data integration system based on tabular embeddings.

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  1. embdi embdi Public

    EmbDI is a table embeddings algorithm that solves data integration problems by converting tabular data into graphs, then applying word2vec to the graph to obtain embeddings.

    Jupyter Notebook 4 2

  2. retrieve-merge-predict retrieve-merge-predict Public

    Jupyter Notebook 3 2