Alternatives and similar repositories for idc

Users that are interested in idc are comparing it to the libraries listed below

• BorisMuzellec / MissingDataOT
  A Pytorch implementation of missing data imputation using optimal transport.
  ☆105Updated 4 years ago
• hturbe / InterpretTime
  Implementation of the InterpretTime framework
  ☆52Updated 2 years ago
• chl8856 / AC_TPC
  AC_TPC: Temporal Phenotyping using Deep Predicting Clustering of Disease Progression
  ☆46Updated 4 years ago
• mfbalin / Concrete-Autoencoders
  ☆122Updated 3 years ago
• josephenguehard / time_interpret
  Unified Model Interpretability Library for Time Series
  ☆72Updated 4 months ago
• ratschlab / ncl
  Code of the paper "Neighborhood Contrastive Learning Applied to Online Patient Monitoring"
  ☆23Updated 2 years ago
• hfawaz / cd-diagram
  Critical difference diagram with Wilcoxon-Holm post-hoc analysis.
  ☆299Updated 3 years ago
• IsolationKernel / Codes
  ☆53Updated 3 months ago
• sanatonek / TNC_representation_learning
  ☆125Updated 3 years ago
• mims-harvard / Raindrop
  Graph Neural Networks for Irregular Time Series
  ☆216Updated 3 years ago
• mims-harvard / TimeX
  Time series explainability via self-supervised model behavior consistency
  ☆54Updated 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
• benibaeumle / Learning-Shapelets
  A PyTorch implementation of learning shapelets from the paper Grabocka et al., „Learning Time-Series Shapelets“.
  ☆67Updated 3 years ago
• sanatonek / time_series_explainability
  ☆62Updated 4 years ago
• mlds-lab / interp-net
  Code for "Interpolation-Prediction Networks for Irregularly Sampled Time Series", ICLR 2019.
  ☆94Updated last year
• daochenzha / SimTSC
  [SDM 2022] Towards Similarity-Aware Time-Series Classification
  ☆85Updated 2 years ago
• hongmingli1995 / CR-VAE
  ☆33Updated 2 years ago
• zzzace2000 / nodegam
  Code for "NODE-GAM: Neural Generalized Additive Model for Interpretable Deep Learning"
  ☆47Updated 3 years ago
• ayaabdelsalam91 / TS-Interpretability-Benchmark
  ☆91Updated 4 years ago
• omarbahri / SETS
  ☆10Updated 2 years ago
• jc-audet / WOODS
  Benchmarks for Out-of-Distribution Generalization in Time Series Tasks
  ☆70Updated 3 years ago
• GAMES-UChile / Wasserstein-Fourier
  ☆16Updated 5 years ago
• peaclab / CoMTE
  Counterfactual Explanations for Multivariate Time Series Data
  ☆35Updated last year
• sindhura97 / STraTS
  ☆81Updated last year
• mlgig / Evaluating-Explanation-Methods-for-MTSC
  Repository for Evaluating Explanation Methods for Multivariate Time Series Classification paper
  ☆10Updated last year
• mvlearn / mvlearn
  Python package for multi-view machine learning
  ☆217Updated 2 years ago
• EricssonResearch / UDA-4-TSC
  Unsupervised Domain Adaptation for Time Series Classification
  ☆32Updated 2 years ago
• aliseyfi75 / COSCI-GAN
  Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"
  ☆36Updated 2 months ago
• mims-harvard / Raincoat
  Domain Adaptation for Time Series Under Feature and Label Shifts
  ☆130Updated 2 years ago
• Wensi-Tang / OS-CNN
  ☆145Updated 6 months ago