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    47 repositories

    • pnpxai

      Public
      PnPXAI Framework: Simplifying AI Model Explanations with Algorithm Recommendation and Automatic Optimization
      Python
      •
      Apache License 2.0
      •6•64•1•0•Updated Dec 27, 2024Dec 27, 2024

    • KonanXAI

      Public
      Python
      •0•0•0•0•Updated Dec 19, 2024Dec 19, 2024

    • pnp_xai

      Public
      Demo code for PnP XAI system
      Python
      •0•0•0•0•Updated Nov 2, 2023Nov 2, 2023

    • PyConKorea2019-Tutorials

      Public
      Tutorials about Layer-wise Relevance Propagation (LRP) and SHapley Additive exPlanations (SHAP)
      Jupyter Notebook
      •
      Apache License 2.0
      •23•67•2•0•Updated Sep 13, 2022Sep 13, 2022

    • attribution-preservation

      Public
      Attribution Preservation in Network Compression for Reliable Network Interpretation, NeurIPS 2020
      Python
      •4•1•0•0•Updated Sep 28, 2021Sep 28, 2021

    • MC-LAVE-RL

      Public
      Python
      •0•1•0•0•Updated Sep 3, 2021Sep 3, 2021

    • PTAP

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •0•3•0•0•Updated Aug 11, 2021Aug 11, 2021

    • Factors-Decomposer-Entangler-Network

      Public
      Tensorflow implementation of "Plug-in Factorization for Latent Representation Disentanglement"
      Python
      •3•12•0•0•Updated Nov 10, 2020Nov 10, 2020

    • Preprocessed_IXI_Dataset

      Public
      IXI dataset, preprocessed to normalized brain volume maps.
      7•27•1•0•Updated Oct 29, 2020Oct 29, 2020

    • mc2-net

      Public
      Tensorflow implementation of "MC2-Net: Motion Correction Network for Multi-Contrast Brain MRI"
      Python
      •
      MIT License
      •2•11•0•0•Updated Sep 2, 2020Sep 2, 2020

    • GNNExplainer-Tutorial

      Public
      Jupyter Notebook
      •8•51•1•0•Updated Aug 24, 2020Aug 24, 2020

    • Interactive_Attention_Learning

      Public
      Python
      •0•12•0•0•Updated Aug 16, 2020Aug 16, 2020

    • explainable_information_retrieval

      Public
      Python
      •0•14•0•0•Updated Aug 14, 2020Aug 14, 2020

    • dac

      Public
      Deep amortized clustering
      Python
      •
      MIT License
      •1•20•1•0•Updated Jul 27, 2020Jul 27, 2020

    • Neural-Conversation-Models-Response-Evaluation

      Public
      Neural Conversation Models
      Python
      •
      MIT License
      •0•10•0•0•Updated Jul 9, 2020Jul 9, 2020

    • stable-baselines-tf2

      Public
      Explainable & Easy-to-debug Deep Reinforcement Learning Framework
      Python
      •
      MIT License
      •1•15•0•0•Updated Mar 10, 2020Mar 10, 2020

    • NeuralPipeline_DSTC8

      Public
      Python
      •8•11•0•0•Updated Mar 3, 2020Mar 3, 2020

    • Explaining_Decision_of_Time_Series_Data

      Public
      Jupyter Notebook
      •
      Apache License 2.0
      •1•13•0•0•Updated Dec 19, 2019Dec 19, 2019

    • vae-paraphrase

      Public
      Tensorflow implementation of "Deep Generative Framework for Paraphrase"
      Python
      •
      Apache License 2.0
      •1•1•0•0•Updated Dec 19, 2019Dec 19, 2019

    • Relational-Automatic-Statistician

      Public
      Expainable Baysian Models for Smooth Time Series Datasets (modified)
      MATLAB
      •
      Apache License 2.0
      •5•22•0•0•Updated Dec 19, 2019Dec 19, 2019

    • One-Shot-Learning

      Public
      Matching Networks Tensorflow 2 Implementation for few-shot AD diagnosis
      tensorflowkeraskeras-tensorflowtensorflow-v2
      Jupyter Notebook
      •
      Apache License 2.0
      •10•21•0•0•Updated Dec 19, 2019Dec 19, 2019

    • MRI_based_alzheimer-s_diagnostic_model

      Public
      Python
      •
      Apache License 2.0
      •2•12•0•0•Updated Dec 19, 2019Dec 19, 2019

    • LRP_for_LSTM_Korean_dataset

      Public
      LRP for LSTM using Korean dataset(NSCM)
      Jupyter Notebook
      •
      Apache License 2.0
      •2•20•0•0•Updated Dec 19, 2019Dec 19, 2019

    • Tutorials

      Public
      tutorials of XAI project
      Jupyter Notebook
      •
      Apache License 2.0
      •33•73•1•0•Updated Dec 19, 2019Dec 19, 2019

    • SHAP-Tutorial

      Public
      Model Agnostic Explanations
      Jupyter Notebook
      •
      Apache License 2.0
      •1•18•0•0•Updated Aug 12, 2019Aug 12, 2019

    • Subsampling_aliasing_artifact_eliminator

      Public
      A MR image reconstruction method using multilayer perceptron
      Python
      •
      MIT License
      •1•14•0•0•Updated Jul 30, 2019Jul 30, 2019

    • Joint-AFA-Classification

      Public
      Python
      •11•23•1•0•Updated Jul 30, 2019Jul 30, 2019

    • TAEML

      Public
      An official code of TAEML (Task-Adaptive Ensemble of Meta-Learners)
      Jupyter Notebook
      •
      Apache License 2.0
      •6•13•0•1•Updated Jul 30, 2019Jul 30, 2019

    • Confident_classifier

      Public
      Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018
      Python
      •
      MIT License
      •1•14•0•0•Updated Jul 29, 2019Jul 29, 2019

    • Variational_Dropouts

      Public
      A Library of Variational Dropouts
      Python
      •
      Apache License 2.0
      •5•15•0•0•Updated Jul 29, 2019Jul 29, 2019