angus924 / rocket
ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels
☆431Updated 2 years ago
Alternatives and similar repositories for rocket:
Users that are interested in rocket are comparing it to the libraries listed below
- MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification☆300Updated 2 years ago
- InceptionTime: Finding AlexNet for Time Series Classification☆657Updated last year
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆597Updated 7 months ago
- Multiple pooling operators and transformations for fast and effective time series classification☆104Updated 2 years ago
- Implementation of deep learning models for time series in PyTorch.☆384Updated 4 years ago
- Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.☆875Updated 2 years ago
- PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series☆667Updated 2 weeks ago
- Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments☆395Updated 7 months ago
- SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.☆348Updated 7 months ago
- A Python package for time series augmentation☆350Updated 2 years ago
- Variational Recurrent Autoencoder for timeseries clustering in pytorch☆476Updated last year
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆505Updated 4 years ago
- An intuitive library to extract features from time series.☆989Updated 5 months ago
- An example of time series augmentation methods with Keras☆345Updated 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
- A universal time series representation learning framework☆666Updated 7 months ago
- Temporal Pattern Attention for Multivariate Time Series Forecasting☆715Updated 6 years ago
- PyTorch implementations of neural networks for timeseries classification☆111Updated 3 years ago
- tfts: Time Series Deep Learning Models in TensorFlow☆844Updated last week
- A comprehensive survey on the time series domains☆520Updated last year
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆102Updated 6 years ago
- catch22: CAnonical Time-series CHaracteristics☆394Updated this week
- Data augmentation using synthetic data for time series classification with deep residual networks☆185Updated 6 years 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
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆270Updated 10 months ago
- Fully Convlutional Neural Networks for state-of-the-art time series classification☆684Updated 5 years ago
- A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper☆173Updated 2 years ago
- Code for the CIKM 2019 paper "DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting".☆261Updated 9 months ago
- This repository contains the source code for time series regression.☆99Updated last year
- Keras implementation of the Deep Temporal Clustering (DTC) model☆224Updated 2 years ago