angus924 / minirocket
MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification
☆300Updated 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☆432Updated 2 years ago
- Multiple pooling operators and transformations for fast and effective time series classification☆103Updated 2 years ago
- HYDRA: Competing convolutional kernels for fast and accurate time series classification☆52Updated 8 months ago
- InceptionTime: Finding AlexNet for Time Series Classification☆658Updated last year
- An experiemtal review on deep learning architectures for time series forecasting☆137Updated 3 years ago
- SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.☆351Updated 7 months ago
- ☆196Updated 3 years ago
- Critical difference diagram with Wilcoxon-Holm post-hoc analysis.☆275Updated 2 years ago
- Unsupervised Scalable Representation Learning for Multivariate Time Series: Experiments☆395Updated 8 months ago
- This repository contains the source code for time series regression.☆100Updated last year
- An example of time series augmentation methods with Keras☆345Updated 3 years ago
- Flexible time series feature extraction & processing☆415Updated 6 months ago
- Implementation of deep learning models for time series in PyTorch.☆384Updated 4 years ago
- Transfer 🤗 Learning for Time Series Forecasting☆245Updated 3 months ago
- This repository contains the implementations related to the experiments of a set of publicly available datasets that are used in the time…☆225Updated 2 years ago
- A pip-installable PyTorch implementation of TSMixer, providing an easy-to-use and efficient solution for time-series forecasting.☆144Updated last year
- This repository contains the time series segmentation benchmark (TSSB).☆66Updated this week
- ☆179Updated 2 years ago
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆598Updated 7 months ago
- PyTorch implementations of neural networks for timeseries classification☆111Updated 3 years ago
- catch22: CAnonical Time-series CHaracteristics☆395Updated this week
- Unofficial Pytorch implementation of Inception layer for time series classification and its possible transposition for further use in Var…☆48Updated 2 years ago
- A Python package for time series augmentation☆351Updated 2 years ago
- RevIN: Reversible Instance Normalization For Accurate Time-series Forecasting Against Distribution Shift☆330Updated 6 months ago
- A data preprocessing package for time series data. Design for machine learning and deep learning.☆216Updated 4 years ago
- A Python library that implements ״Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting״☆121Updated last year
- Time series anomaly detection algorithm implementations for TimeEval (Docker-based)☆147Updated 6 months ago
- ☆158Updated 3 years ago
- ☆117Updated 2 years ago
- ☆139Updated 2 years ago