angus924 / minirocket
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
☆293Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for minirocket
- ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels☆420Updated 2 years ago
- Multiple pooling operators and transformations for fast and effective time series classification☆101Updated last year
- HYDRA: Competing convolutional kernels for fast and accurate time series classification☆49Updated 3 months ago
- An experiemtal review on deep learning architectures for time series forecasting☆139Updated 3 years ago
- An example of time series augmentation methods with Keras☆335Updated 2 years ago
- This repository contains the source code for time series regression.☆95Updated last year
- InceptionTime: Finding AlexNet for Time Series Classification☆644Updated last year
- Unofficial Pytorch implementation of Inception layer for time series classification and its possible transposition for further use in Var…☆43Updated last year
- Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments☆394Updated 3 months ago
- Implementation of deep learning models for time series in PyTorch.☆374Updated 4 years ago
- PyTorch Dual-Attention LSTM-Autoencoder For Multivariate Time Series☆644Updated 3 weeks ago
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆595Updated 3 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…☆167Updated 4 years ago
- PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting☆263Updated 6 months ago
- ☆190Updated 2 years ago
- Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all …☆103Updated last year
- Multivariate LSTM Fully Convolutional Networks for Time Series Classification☆104Updated 5 years ago
- SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.☆327Updated 3 months ago
- Critical difference diagram with Wilcoxon-Holm post-hoc analysis.☆257Updated 2 years ago
- A data preprocessing package for time series data. Design for machine learning and deep learning.☆212Updated 3 years ago
- A Multipurpose Library for Synthetic Time Series Generation in Python☆354Updated last year
- A Python package for time series augmentation☆346Updated last year
- catch22: CAnonical Time-series CHaracteristics☆365Updated this week
- PyTorch implementations of neural networks for timeseries classification☆109Updated 2 years ago
- ☆171Updated last year
- Transfer 🤗 Learning for Time Series Forecasting☆234Updated 2 weeks ago
- Keras implementation of the Deep Temporal Clustering (DTC) model☆219Updated 2 years ago
- This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time…☆206Updated 2 years ago
- Discussion, problems and donations of data hosted at☆45Updated 11 months ago
- A Tensorflow / Keras implementation of "Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks" paper☆173Updated 2 years ago