openxaiproject Goto Github PK

annual-report-extraction

attribution-preservation

Attribution Preservation in Network Compression for Reliable Network Interpretation, NeurIPS 2020

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

causality-between-elements-based-on-time-series-data

시계열 데이터를 기반으로 한 요소 간 인과관계 발견 SW

confident_classifier

Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018

dac

Deep amortized clustering

deep-generative-model

심층 생성 모델 기반의 학습 기술 SW

diagnosis-of-alzheimers-disease

eeg-explanation-model

Classification and Explanation Model of Brain Signal based on Deep Learning Model

explainable_information_retrieval

explaining_decision_of_time_series_data

factors-decomposer-entangler-network

Tensorflow implementation of "Plug-in Factorization for Latent Representation Disentanglement"

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)

gnnexplainer-tutorial

interactive_attention_learning

joint-afa-classification

lrp_for_lstm_korean_dataset

LRP for LSTM using Korean dataset(NSCM)

lung-cancer

3차원 의료영상 데이터의 시각적 설명을 위한 3D LRP SW

mc-lave-rl

mc2-net

Tensorflow implementation of "MC2-Net: Motion Correction Network for Multi-Contrast Brain MRI"

mixed-effect-composite-rnn-gaussian-process

Personalized and Reliable Predictive Models for Healthcare (의료 데이터 기반 신뢰 가능한 개인화된 예측(진단) 모델)

mri_based_alzheimer-s_diagnostic_model

network-structure-dropout

베이지안 드롭아웃 기반 네트워크 희소화 모델 학습 SW

neural-conversation-models-response-evaluation

Neural Conversation Models

neuralpipeline_dstc8

one-shot-learning

Matching Networks Tensorflow 2 Implementation for few-shot AD diagnosis

oneshot-learning-selective-ensemble

원샷 학습을 위한 메타 학습 SW (선택적 메타 학습기 결합)

pnp_xai

Demo code for PnP XAI system

pnpxai

Plug and Play XAI: Explain Your AI Models with Ease