Repositories list

• FM4MTSC

  Public
  An Empirical Evaluation of Foundation Models for Multivariate Time Series Classification

  Python

  •1•2•0•0•Updated Jul 9, 2025Jul 9, 2025

• mrseql

  Public
  A sktime-independent Python wrapper for MrSEQL

  C++

  •

  MIT License

  •0•1•2•0•Updated Jun 3, 2025Jun 3, 2025

• tshap

  Public
  A SHAP-based attribution method for time series.

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •0•1•0•0•Updated Jun 3, 2025Jun 3, 2025

• .github

  Public
  0•1•0•0•Updated Jun 3, 2025Jun 3, 2025

• mrsqm

  Public
  C++

  •

  GNU General Public License v3.0

  •8•28•2•0•Updated Jan 28, 2025Jan 28, 2025

• ts_fall_detection

  Public
  Fall Detection Using SOTA Time Series Techniques

  Jupyter Notebook

  •1•2•0•0•Updated Dec 17, 2024Dec 17, 2024

• ts_saliency

  Public
  Jupyter Notebook

  •0•0•0•0•Updated Dec 5, 2024Dec 5, 2024

• VM-challenge-lactose-prediction-2024

  Public
  MLGIG submission for the VM 2024 spectroscopy data challenge

  Jupyter Notebook

  •0•1•0•0•Updated Dec 2, 2024Dec 2, 2024

• tscaptum

  Public
  A Captum wrapper for Time Series XAI

  TypeScript

  •

  MIT License

  •1•8•0•0•Updated Nov 27, 2024Nov 27, 2024

• xai4mtsc_eval_actionability

  Public
  Python

  •

  MIT License

  •0•2•0•0•Updated Nov 19, 2024Nov 19, 2024

• amee

  Public
  Code repo for paper titled "Robust Explanation Evaluation for Time Series Classification"

  Jupyter Notebook

  •

  MIT License

  •1•5•0•0•Updated Jun 26, 2024Jun 26, 2024

• Evaluating-Explanation-Methods-for-MTSC

  Public
  Repository for Evaluating Explanation Methods for Multivariate Time Series Classification paper

  Python

  •0•10•0•0•Updated Apr 27, 2024Apr 27, 2024

• mvespa

  Public
  Machine Vision-Enabled Sports Performance Analysis

  Jupyter Notebook

  •

  MIT License

  •0•2•0•0•Updated Dec 4, 2023Dec 4, 2023

• ExerciseClassificationShimmer

  Public
  Fork from repo of Ashish for preparing the Shimmer data

  Jupyter Notebook

  •1•1•0•0•Updated Nov 30, 2023Nov 30, 2023

• Video_vs_Shimmer_ECML_2023

  Public
  Python

  •0•0•0•0•Updated Sep 12, 2023Sep 12, 2023

• TabularModelsforTSC

  Public
  Repo for AALTD Paper

  Python

  •1•3•0•0•Updated Aug 16, 2023Aug 16, 2023

• vistamilk_diet_challenge

  Public
  Repository for the 2022 VistaMilk spectroscopy challenge.

  Jupyter Notebook

  •

  MIT License

  •1•5•0•0•Updated Jul 4, 2023Jul 4, 2023

• ChannelSelectionMTSC

  Public
  Channel (Feature) selection for Multivariate Time series classification

  feature-selectionclassificationmultivariate+ 3dimensionality-reductionchannel-selectiontime-series

  TypeScript

  •1•15•0•0•Updated Jun 28, 2023Jun 28, 2023

• Channel-Selection-MTSC

  Public
  Code for paper AALTD@ECMLPKDD21 Paper

  multivariate-timeserieschannel-selectionmtsc+ 1time-series

  TypeScript

  •

  GNU General Public License v3.0

  •1•1•0•0•Updated Jun 28, 2023Jun 28, 2023

• sktime

  Public
  A scikit-learn compatible Python toolbox for machine learning with time series

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •1.7k•1•1•0•Updated Feb 20, 2023Feb 20, 2023

• explanation4tsc-2nd

  Public
  Jupyter Notebook

  •2•3•0•0•Updated Sep 8, 2022Sep 8, 2022

• BodyMTS_2021

  Public
  BodyMTS is a new approach to classify Military Press from videos using Pose Estimation and Multivariate Time Series Methods

  TypeScript

  •1•3•0•0•Updated Aug 27, 2022Aug 27, 2022

• tsc_code

  Public
  To store various experimental code

  Python

  •0•0•0•0•Updated Aug 25, 2022Aug 25, 2022

• vistamilk-spectroscopy-challenge

  Public
  This repo holds the data and code required to reproduce all of MLGIG team's results for this challenge.

  Jupyter Notebook

  •1•4•0•0•Updated Sep 17, 2021Sep 17, 2021

• explanation4tsc

  Public
  Public repo for Explanation for Time Series Classification

  Jupyter Notebook

  •

  GNU General Public License v3.0

  •2•3•0•0•Updated Mar 16, 2021Mar 16, 2021

• video-pose-tsc

  Public
  deep-learninginterpretabilitytime-series-classification+ 1interpretable-machine-learning

  TypeScript

  •0•6•0•0•Updated Feb 3, 2021Feb 3, 2021

• hashtagger_plus_offline

  Public
  Given a collection of documents and a collection of tweets from the same time period, this tool tags each document with relevant hashtags using the Hashtagger+ algorithm adapted to an offline setting.

  Python

  •2•0•0•0•Updated Jan 28, 2021Jan 28, 2021

• socialtree

  Public
  HTML

  •4•0•0•0•Updated Nov 18, 2020Nov 18, 2020

• mtsc_benchmark

  Public
  Code repository for workshop paper.

  TypeScript

  •1•5•0•0•Updated Nov 16, 2020Nov 16, 2020

• news-tls

  Public
  Python

  •

  MIT License

  •10•1•0•0•Updated Jul 6, 2020Jul 6, 2020