Alternatives and similar repositories for Instance-Based_CFE_TSC

Users that are interested in Instance-Based_CFE_TSC are comparing it to the libraries listed below

• peaclab / CoMTE
  Counterfactual Explanations for Multivariate Time Series Data
  ☆32Updated last year
• Nic5472K / ScientificData2021_HealthGym
  ☆22Updated 2 years ago
• JonathanCrabbe / Dynamask
  This repository contains the implementation of Dynamask, a method to identify the features that are salient for a model to issue its pred…
  ☆76Updated 3 years ago
• Jeanselme / DynamicDeepHit
  Dynamic Deep Hit - Pytorch implementation
  ☆26Updated last year
• hturbe / InterpretTime
  Implementation of the InterpretTime framework
  ☆46Updated 2 years ago
• sanatonek / time_series_explainability
  ☆61Updated 4 years ago
• ioanabica / Time-Series-Deconfounder
  Code for ICML 2020 paper: "Time Series Deconfounder: Estimating Treatment Effects over Time in the Presence of Hidden Confounders" by I. …
  ☆52Updated 4 years ago
• vanderschaarlab / Interpretability
  Resources for Machine Learning Explainability
  ☆78Updated 9 months ago
• josephenguehard / time_interpret
  Unified Model Interpretability Library for Time Series
  ☆60Updated last month
• vanderschaarlab / DECAF
  DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
  ☆20Updated 2 years ago
• JHoelli / Awesome-Time-Series-Explainability
  A list of (post-hoc) XAI for time series
  ☆143Updated 9 months ago
• ModelOriented / metaMIMIC
  ☆12Updated 2 years ago
• ratschlab / HIRID-ICU-Benchmark
  Repository for the HiRID ICU Benchmark (HiB) project
  ☆56Updated last year
• vanderschaarlab / hyperimpute
  A framework for prototyping and benchmarking imputation methods
  ☆183Updated 2 years ago
• causalens / cdml-neurips2020
  This repository captures source code and data sets for our paper at the Causal Discovery & Causality-Inspired Machine Learning Workshop a…
  ☆59Updated 9 months ago
• mlfoundations / tableshift
  A benchmark for distribution shift in tabular data
  ☆52Updated 11 months ago
• ratschlab / circEWS
  circEWS public code
  ☆69Updated 7 months ago
• ckassaad / causal_discovery_for_time_series
  Causal discovery for time series
  ☆98Updated 3 years ago
• fzi-forschungszentrum-informatik / TSInterpret
  An Open-Source Library for the interpretability of time series classifiers
  ☆134Updated 6 months ago
• dandls / moc
  Multi-Objective Counterfactuals
  ☆41Updated 2 years ago
• AI4LIFE-GROUP / OpenXAI
  OpenXAI : Towards a Transparent Evaluation of Model Explanations
  ☆247Updated 9 months ago
• omarbahri / SETS
  ☆8Updated last year
• JHoelli / TSEvo
  "TSEvo: Counterfactuals for Time Series Classification" accepted at ICMLA '22.
  ☆14Updated 2 years ago
• vanderschaarlab / clairvoyance
  Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series
  ☆131Updated 2 years ago
• mmcdermott / comprehensive_MTL_EHR
  Source code for a comprehensive analysis of MTL over EHR timeseries data.
  ☆37Updated 2 years ago
• ioanabica / Counterfactual-Recurrent-Network
  Code for ICLR 2020 paper: "Estimating counterfactual treatment outcomes over time through adversarially balanced representations" by I. B…
  ☆59Updated last year
• MLforHealth / ClinicalDG
  An Empirical Framework for Domain Generalization In Clinical Settings
  ☆30Updated 3 years ago
• vanderschaarlab / MIRACLE
  ☆28Updated last year
• vanderschaarlab / Datagnosis
  A Data-Centric library providing a unified interface for state-of-the-art methods for hardness characterisation of data points.
  ☆24Updated 3 months ago
• sakhanna / SRU_for_GCI
  Statistical Recurrent Unit based time series generative models for detecting nonlinear Granger causality
  ☆35Updated 4 years ago