Repositories list

• Interpretable-Unsupervised-Learning

  Public
  Jupyter Notebook

  •1•3•1•0•Updated Jan 20, 2024Jan 20, 2024

• Optimus-Transformers-Interpretability

  Public
  Jupyter Notebook

  •

  GNU General Public License v3.0

  •0•5•0•0•Updated Oct 25, 2023Oct 25, 2023

• Instance-Based-ZSL

  Public
  Python

  •1•0•0•0•Updated Aug 30, 2023Aug 30, 2023

• CAKE-Transformer-Interpretability

  Public
  Classifications are keyphrase explainable! Exploring local interpretability of transformer models with keyphrase extraction. This GitHub contains the code of the experiments for our paper, and an example on how to easily use it in your pipeline

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •0•0•0•0•Updated May 16, 2023May 16, 2023

• XMTR

  Public
  Jupyter Notebook

  •1•2•0•0•Updated Apr 13, 2023Apr 13, 2023

• LionLearn

  Public
  A library of techniques for local interpretation of machine learning models

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •4•9•0•3•Updated Mar 24, 2023Mar 24, 2023

• WeakMeSH

  Public
  Jupyter Notebook

  •0•2•0•0•Updated Feb 1, 2023Feb 1, 2023

• DTI_MDMF2A

  Public
  Souces codes and datasets of paper

  Python

  •2•7•0•0•Updated Jan 11, 2023Jan 11, 2023

• Ethos-Hate-Speech-Dataset

  Public
  This repository contains a dataset for hate speech detection on social media platforms.

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •26•69•3•18•Updated Dec 9, 2022Dec 9, 2022

• greek-words-evolution

  Public
  A systematic NLP framework that uses diachronic word embeddings to trace semantic shifts or variations in the context of words over time in the Greek language.

  machine-learningnatural-language-processingword-embeddings+ 3fasttextlexical-semanticsgreek-language

  Python

  •

  MIT License

  •3•9•0•2•Updated Dec 8, 2022Dec 8, 2022

• A-Multi-Label-Concept-Drift-Analysis-of-MeSH

  Public
  Python

  •0•0•0•0•Updated Oct 17, 2022Oct 17, 2022

• greek-solar-wind-energy-forecasting

  Public
  Repository hosting the code and dataset of the project titled "Short-term Renewable Energy Forecasting in Greece using Prophet Decomposition and Tree-based Ensembles", that was submitted in the AI-CARES 2021 conference

  Jupyter Notebook

  •9•18•1•0•Updated Jul 22, 2022Jul 22, 2022

• ReLy

  Public
  This repository accompanies the paper "Self-citations analysis using sentence embeddings"

  0•0•0•0•Updated Feb 12, 2022Feb 12, 2022

• DTI_MF2A

  Public
  Souces codes and datasets of paper Optimizing Area Under the Curve Measures via Matrix Factorization for Predicting Drug-Target Interaction with Multiple Similarities

  Python

  •1•3•0•0•Updated Jan 17, 2022Jan 17, 2022

• keyphrase-extraction-via-summarization

  Public
  Keyphrase Extraction from Scholarly Documents - Thesis

  Python

  •1•12•0•0•Updated Nov 3, 2021Nov 3, 2021

• extracting-semantic-relationships-from-greek-literary-texts

  Public
  Extracting Semantic Relationships in Greek Literary Texts - In this repo, we present our Benchmark Dataset for NER and RE in 19th c. Greek corpora, the first publicly available dataset for this period in Greek, including 3,649 samples annotated through distant supervision with six semantic relationships.

  benchmarkgreekdataset+ 2nerrelation-extraction

  0•0•0•0•Updated Aug 3, 2021Aug 3, 2021

• DTI_WkNNIR

  Public
  Python

  •1•3•0•0•Updated Apr 21, 2021Apr 21, 2021

• isl_logo

  Public
  Logo variations of Intelligent Systems Lab

  Creative Commons Zero v1.0 Universal

  •0•0•0•0•Updated Apr 14, 2021Apr 14, 2021

• Interpretable-Predictive-Maintenance

  Public
  MSc Thesis Project

  Jupyter Notebook

  •2•7•0•0•Updated Mar 22, 2021Mar 22, 2021

• zsl-wsl-sentence-mesh

  Public
  Python

  •1•2•0•0•Updated Jan 1, 2021Jan 1, 2021