angus924 / minirocket
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
☆298Updated 2 years ago
Alternatives and similar repositories for minirocket:
Users that are interested in minirocket are comparing it to the libraries listed below
- ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels☆430Updated 2 years ago
- Multiple pooling operators and transformations for fast and effective time series classification☆103Updated last year
- HYDRA: Competing convolutional kernels for fast and accurate time series classification☆51Updated 7 months ago
- InceptionTime: Finding AlexNet for Time Series Classification☆657Updated last year
- This repository contains the source code for time series regression.☆99Updated last year
- Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all …☆105Updated last year
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆597Updated 6 months ago
- An example of time series augmentation methods with Keras☆344Updated 3 years ago
- PyTorch implementations of neural networks for timeseries classification☆111Updated 3 years ago
- Python implementation of the Learning Time-Series Shapelets method, that learns a shapelet-based time-series classifier with gradient des…☆221Updated 5 years ago
- Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments☆396Updated 7 months ago
- A universal time series representation learning framework☆661Updated 7 months ago
- An intuitive library to extract features from time series.☆977Updated 4 months ago
- Java time series machine learning tools in a Weka compatible toolkit☆160Updated last year
- Flexible time series feature extraction & processing☆410Updated 5 months ago
- This repository contains code for the paper: https://arxiv.org/abs/1905.03806. It also contains scripts to reproduce the results in the p…☆168Updated 4 years ago
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆102Updated 6 years ago
- A Python package for time series augmentation☆351Updated 2 years ago
- PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series☆662Updated 2 months ago
- Unofficial Pytorch implementation of Inception layer for time series classification and its possible transposition for further use in Var…☆47Updated last year
- Data augmentation using synthetic data for time series classification with deep residual networks☆185Updated 6 years ago
- Scalable Time Series Data Analytics☆312Updated 2 years ago
- ☆138Updated 2 years ago
- Variational Recurrent Autoencoder for timeseries clustering in pytorch☆474Updated last year
- This repository contains the time series segmentation benchmark (TSSB).☆65Updated 7 months ago
- catch22: CAnonical Time-series CHaracteristics☆388Updated this week
- Keras implementation of the Deep Temporal Clustering (DTC) model☆224Updated 2 years ago
- SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.☆345Updated 6 months ago
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆269Updated 9 months ago
- ☆192Updated 3 years ago