Alternatives and similar repositories for XCM

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

• npschafer / MTS-DA
  Data augmentation for multivariate time series classification
  ☆26Updated 5 years ago
• ChangWeiTan / TS-Extrinsic-Regression
  This repository contains the source code for time series regression.
  ☆102Updated last year
• ermshaua / time-series-segmentation-benchmark
  This repository contains the time series segmentation benchmark (TSSB).
  ☆73Updated 2 months ago
• hturbe / InterpretTime
  Implementation of the InterpretTime framework
  ☆46Updated 2 years ago
• baraline / convst
  Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up …
  ☆34Updated last year
• lpphd / multivariate-attention-tcn
  ☆96Updated 2 years ago
• XAI-360 / TSCL
  Contrastive Learning for Time Series
  ☆38Updated 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“.
  ☆57Updated 3 years ago
• peaclab / CoMTE
  Counterfactual Explanations for Multivariate Time Series Data
  ☆33Updated last year
• zzw-zwzhang / Awesome-of-Time-Series-Augmentation
  A curated list of time series augmentation resources.
  ☆65Updated 3 years ago
• frankl1 / ustc
  Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification
  ☆21Updated 2 years ago
• ayaabdelsalam91 / TS-Interpretability-Benchmark
  ☆91Updated 3 years ago
• vsubbian / WindowSHAP
  A model-agnostic framework for explaining time-series classifiers using Shapley values
  ☆22Updated last year
• time-series-machine-learning / tsml-eval
  Evaluation tools for time series machine learning algorithms.
  ☆52Updated last week
• XAIseries / XEM
  XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series Classification
  ☆15Updated 2 years ago
• MSD-IRIMAS / LITE
  LITE: Light Inception with boosTing tEchniques for Time Series Classification
  ☆29Updated 3 weeks ago
• josephenguehard / time_interpret
  Unified Model Interpretability Library for Time Series
  ☆60Updated last month
• emanuel-metzenthin / Lime-For-Time
  Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification
  ☆96Updated last year
• sanatonek / time_series_explainability
  ☆61Updated 4 years ago
• JingweiZuo / SMATE
  Repository for the paper "SMATE: Semi-Supervised Spatio-Temporal Representation Learning on Multivariate Time Series" in ICDM 2021
  ☆20Updated 8 months ago
• okrasolar / pytorch-timeseries
  PyTorch implementations of neural networks for timeseries classification
  ☆111Updated 3 years ago
• lixixibj / forecasting-with-time-series-imaging
  time series forecasting with image
  ☆46Updated last year
• mqwfrog / MHCCL
  MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)
  ☆41Updated 11 months ago
• Wensi-Tang / OS-CNN
  ☆141Updated 2 years ago
• BorgwardtLab / Set_Functions_for_Time_Series
  Repository of the ICML 2020 paper "Set Functions for Time Series"
  ☆126Updated 4 years ago
• kdd2019-tapnet / tapnet
  Multivariate Time Series Classification Model with Attentional Prototype Network
  ☆43Updated 6 years ago
• imics-lab / tts-cgan
  TTS-CGAN: A Transformer Time-Series Conditional GAN for Biosignal Data Augmentation
  ☆80Updated 2 years ago
• daochenzha / SimTSC
  [SDM 2022] Towards Similarity-Aware Time-Series Classification
  ☆79Updated last year
• ivivan / SSIM_Seq2Seq
  SSIM - A Deep Learning Approach for Recovering Missing Time Series Sensor Data
  ☆39Updated 3 years ago