Pinned Repositories
Automatic-Stock-Report
Explainable Bayesian Models for Smooth Time Series Datasets (부드러운 시계열 함수를 설명하는 베이지안 추론 SW)
Automatic-Stock-Trading
Trading Algorithm by XGBoost
Diagnosis-of-Alzheimers-Disease
EEG-Explanation-model
Classification and Explanation Model of Brain Signal based on Deep Learning Model
GNNExplainer-Tutorial
Mixed-Effect-Composite-RNN-Gaussian-Process
Personalized and Reliable Predictive Models for Healthcare (의료 데이터 기반 신뢰 가능한 개인화된 예측(진단) 모델)
Preprocessed_IXI_Dataset
IXI dataset, preprocessed to normalized brain volume maps.
PyConKorea2019-Tutorials
Tutorials about Layer-wise Relevance Propagation (LRP) and SHapley Additive exPlanations (SHAP)
Tutorials
tutorials of XAI project
UncertintyAttention_DropMax
Attention prediction model based on uncertainty
OpenXAIProject's Repositories
OpenXAIProject/Tutorials
tutorials of XAI project
OpenXAIProject/PyConKorea2019-Tutorials
Tutorials about Layer-wise Relevance Propagation (LRP) and SHapley Additive exPlanations (SHAP)
OpenXAIProject/GNNExplainer-Tutorial
OpenXAIProject/pnpxai
Plug and Play XAI: Explain Your AI Models with Ease
OpenXAIProject/Preprocessed_IXI_Dataset
IXI dataset, preprocessed to normalized brain volume maps.
OpenXAIProject/Joint-AFA-Classification
OpenXAIProject/One-Shot-Learning
Matching Networks Tensorflow 2 Implementation for few-shot AD diagnosis
OpenXAIProject/Relational-Automatic-Statistician
Expainable Baysian Models for Smooth Time Series Datasets (modified)
OpenXAIProject/dac
Deep amortized clustering
OpenXAIProject/LRP_for_LSTM_Korean_dataset
LRP for LSTM using Korean dataset(NSCM)
OpenXAIProject/SHAP-Tutorial
Model Agnostic Explanations
OpenXAIProject/stable-baselines-tf2
Explainable & Easy-to-debug Deep Reinforcement Learning Framework
OpenXAIProject/Variational_Dropouts
A Library of Variational Dropouts
OpenXAIProject/Confident_classifier
Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018
OpenXAIProject/explainable_information_retrieval
OpenXAIProject/Financial-Expert-Korean-Quot
quotation phrase from sentences in order to extract macro economic indicator and expert opinions(거시 경제 지표 및 전문가 여론 자료 추출을 위한 인용문 태거)
OpenXAIProject/Subsampling_aliasing_artifact_eliminator
A MR image reconstruction method using multilayer perceptron
OpenXAIProject/Explaining_Decision_of_Time_Series_Data
OpenXAIProject/TAEML
An official code of TAEML (Task-Adaptive Ensemble of Meta-Learners)
OpenXAIProject/Factors-Decomposer-Entangler-Network
Tensorflow implementation of "Plug-in Factorization for Latent Representation Disentanglement"
OpenXAIProject/Interactive_Attention_Learning
OpenXAIProject/MRI_based_alzheimer-s_diagnostic_model
OpenXAIProject/mc2-net
Tensorflow implementation of "MC2-Net: Motion Correction Network for Multi-Contrast Brain MRI"
OpenXAIProject/NeuralPipeline_DSTC8
OpenXAIProject/Neural-Conversation-Models-Response-Evaluation
Neural Conversation Models
OpenXAIProject/PTAP
OpenXAIProject/attribution-preservation
Attribution Preservation in Network Compression for Reliable Network Interpretation, NeurIPS 2020
OpenXAIProject/MC-LAVE-RL
OpenXAIProject/vae-paraphrase
Tensorflow implementation of "Deep Generative Framework for Paraphrase"
OpenXAIProject/pnp_xai
Demo code for PnP XAI system