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A collection of research materials on explainable AI/ML
A list of (post-hoc) XAI for time series
Jupyter notebooks to reproduce various bLIMEy experiments
List of papers, code and experiments using deep learning for time series forecasting
Code and website related to the eICU Collaborative Research Database
Code for Low-Cost Algorithmic Recourse for Users With Uncertain Cost Functions
Official repo of the paper "Evaluation of interpretability methods for multivariate time series forecasting"
Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks
This repository provides details of the experimental code in the paper: Instance-based Counterfactual Explanations for Time Series Classification.
Code for "Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?"
Predicting broadway sales using time series forecasting
Adapting LIME explanations for Time Series Data
this is my repository
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
MIMIC-III Time Series Models
MIMIC-Extract:A Data Extraction, Preprocessing, and Representation Pipeline for MIMIC-III
Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.
OpenXAI : Towards a Transparent Evaluation of Model Explanations
Experiments on structure learning of Bayesian Networks with emphasis on finding causal relationship
[Implementation example] Attend and Diagnose: Clinical Time Series Analysis Using Attention Models
西班牙签证位置监听(base英国)
Financial time series forecast using dual attention RNN
OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network
TimeSHAP explains Recurrent Neural Network predictions.
Source code/webpage/demos for the What-If Tool
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.