time-series-classification

There are 198 repositories under time-series-classification topic.

  • Xiaohan-Chen/TFPred

    An official code for paper: TFPred: Learning discriminative representations from unlabeled data for few-label rotating machinery fault diagnosis

    Language:Python45373

  • nla-group/fABBA

    A Python library for the fast symbolic approximation of time series

    Language:Python43248

  • ashishpatel26/Introduction-to-Time-Series-forecasting

    Time Series Analysis of Internation Air Passengers

    Language:Jupyter Notebook405018

  • TheDatumOrg/UCRArchiveFixes

    2018 UCR Time-Series Archive: Backward Compatibility, Missing Values, and Varying Lengths

    Language:MATLAB372039

  • zqiao11/TSCIL

    [KDD2024] Class-incremental Learning for Time Series: Benchmark and Evaluation

    Language:Python35306

  • mqwfrog/MHCCL

    MHCCL: Masked Hierarchical Cluster-wise Contrastive Learning for Multivariate Time Series - a PyTorch Version (AAAI-2023)

    Language:Python343810

  • AI4HealthUOL/ECG-MIMIC

    Repository for the paper 'Prospects for AI-Enhanced ECG as a Unified Screening Tool for Cardiac and Non-Cardiac Conditions -- An Explorative Study in Emergency Care'.

    Language:Python31352
  • convst

    baraline/convst

    Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up to date with the current version for now.

    Language:Python313237

  • BorealisAI/TSC-Disc-Proto

    Discriminative Prototypes learned by Dynamic Time Warping (DTW) for Time Series Classification (TSC)

    Language:Python31632

  • Bsingstad/PhysioNet-CinC-Challenge2020-TeamUIO

    Public repository associated with: Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGs

    Language:Jupyter Notebook282012

  • Hyun-Ryu/simpsi

    Official code for "SimPSI: A Simple Strategy to Preserve Spectral Information in Time Series Data Augmentation", AAAI 2024.

    Language:Python27207

  • bhattbhavesh91/time_series_notebooks

    My Experiments with Time Series

    Language:Jupyter Notebook253030

  • FilippoMB/Bidirectional-Deep-readout-Echo-State-Network

    Multi-variate time series classification with a bi-directional ESN with a readout implemented as a deep neural network.

    Language:Python253111

  • BFergerson/Chronetic

    Analyzes chronological patterns present in time-series data and provides human-readable descriptions

    Language:Java24211

  • boniolp/MSAD

    [VLDB 2023] Model Selection for Anomaly Detection in Time Series

    Language:Jupyter Notebook24303
  • NET

    okozelsk/NET

    Reservoir computing library for .NET. Enables ESN , LSM and hybrid RNNs using analog and spiking neurons working together.

    Language:C#234277

  • flaviagiammarino/lstm-fcn-pytorch

    PyTorch implementation of LSTM-FCN model for univariate time series classification.

    Language:Python22203

  • BorgwardtLab/WTK

    A Wasserstein Subsequence Kernel for Time Series.

    Language:Python21517

  • hfawaz/miccai18

    Evaluating surgical skills from kinematic data using convolutional neural networks

    Language:Jupyter Notebook21639

  • angus924/quant

    QUANT: A Minimalist Interval Method for Time Series Classification

    Language:Python20312

  • murali1996/time_series_classification_prediction

    Different deep learning architectures are implemented for time series classification and prediction purposes.

    Language:Python20006

  • AziziShekoofeh/Time-series-Classification

    Classification of Time-series data with RNN

    Language:Python18204

  • patrickzib/dictionary

    WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Constrained Memory Time Series Classification

    Language:Jupyter Notebook17324

  • adrienpetralia/ApplianceDetectionBenchmark

    [ACM e-Energy23] Appliance Detection Using Very Low Frequency Smart Meters Time Series

    Language:Python15521

  • aybchan/time-series-classification

    time series classification from scratch with deep neural networks (WIP)

    Language:Python15118

  • giopaglia/ModalDecisionTrees.jl

    Julia implementation of Modal Decision Trees & Forests, for interpretable classification of spatial and temporal data. Long live Symbolic Learning!!

    Language:Julia15012

  • sylvaincom/astride

    [Preprint] Python implementation of "ASTRIDE: Adaptive Symbolization for Time Series Databases"

    Language:Jupyter Notebook14103

  • tallamjr/astronet

    Efficient Deep Learning for Real-time Classification of Astronomical Transients and Multivariate Time-series

    Language:Jupyter Notebook144603

  • acampillos/sepsis-prediction

    Early prediction of sepsis with gradient boosting (XGBoost) and deep learning (LSTM and GRU) using MIMIC-III data.

    Language:Jupyter Notebook13101

  • FlaAI/TSFool

    Repository of paper "TSFool: Crafting Highly-Imperceptible Adversarial Time Series through Multi-Objective Attack" (ECAI'24)

    Language:Python13211

  • marthadais/AISclassification

    A geometric-driven semi-supervised approach for fishing activity detection from AIS data.

    Language:Jupyter Notebook13201

  • Goschjann/ssltsc

    Codebase for the Paper "Deep Semi-supervised Learning (SSL) for Time Series Classification (TSC)" to appear at the ICMLA '21

    Language:Python12221

  • marcusGH/edain_paper

    Contains the implementation of the EDAIN and EDAIN-KL methods proposed in our paper. The research was also part of the MSc thesis I wrote in collaboration with American Express as part of my MSc in Statistics (Data Science) at Imperial College London

    Language:Jupyter Notebook12310

  • aclai-lab/ModalDecisionTrees.jl

    Julia implementation of Modal Decision Trees & Forests, for interpretable classification of spatial and temporal data. Long live Symbolic Learning!!

    Language:Julia11220

  • davidemiani/hgdecode

    Implements High-Gamma dataset decoding using Filter Bank Common Spatial Pattern with rLDA classification and Neural Networks.

    Language:Python11107

  • zabir-nabil/activity-recognition-abc

    SCAR-Net, Submission to the Cooking Activity Recognition Challenge, ABC: competition track

    Language:Jupyter Notebook1120