Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
☆106Jul 6, 2023Updated 2 years ago
Alternatives and similar repositories for GENDIS
Users that are interested in GENDIS are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python implementation of the Learning Time-Series Shapelets method, that learns a shapelet-based time-series classifier with gradient des…☆222Nov 9, 2019Updated 6 years ago
- Code for "Generalised Interpretable Shapelets for Irregular Time Series"☆57Jul 6, 2023Updated 2 years ago
- A python library that implements different algorithms to extract shapelets from timeseries☆13Aug 9, 2018Updated 7 years ago
- Implementation of the Random Dilated Shapelet Transform algorithm along with interpretability tools. ReadTheDocs documentation is not up …☆35Jan 11, 2024Updated 2 years ago
- The paper "Triple-shapelet Networks for Time Series Classification"☆15Feb 8, 2020Updated 6 years ago
- Python module for machine learning time series:☆580Aug 27, 2022Updated 3 years ago
- Representation Learning with Deconvolutional Networks for Multivariate Time Series☆12Jul 11, 2016Updated 9 years ago
- Using Bayesian inference to mine rule sets☆12Jan 9, 2020Updated 6 years ago
- Hand-Crafted Convolutional Filters 4 Time Series☆17May 27, 2025Updated 9 months ago
- Supervised forecasting of sequential data in Python.☆55Jan 2, 2019Updated 7 years ago
- A Python package for time series classification☆1,872Jun 18, 2025Updated 9 months ago
- Code for "R-GCN: The R Could Stand for Random"☆37Jun 28, 2023Updated 2 years ago
- Random Forest-based "Correlation" measures☆15May 3, 2022Updated 3 years ago
- A python NumPy implementation of the shapelet selection algorithm from the paper Ji et al., „A Fast Shapelet Selection Algorithm for Time…☆16Apr 27, 2022Updated 3 years ago
- Fast Combinatorial Cross Validation☆20May 24, 2021Updated 4 years ago
- A repository to compare the performance between the algorithms implemented in pyts and the performance reported in the literature☆18Jun 18, 2023Updated 2 years ago
- A power-full Shapley feature selection method.☆214Oct 7, 2025Updated 5 months ago
- Some scikit-learn-esque wrappers for statsmodels GLM☆23Jul 26, 2013Updated 12 years ago
- Flexible time series feature extraction & processing☆438Sep 6, 2024Updated last year
- Machine Learning Time-Series Platform☆683Jan 17, 2025Updated last year
- The machine learning toolkit for time series analysis in Python☆3,126Updated this week
- This repo contains useful links to research papers and implementations of shapelets discovery/learning techniques from different sources.☆19Apr 7, 2017Updated 8 years ago
- As described in Advances of Machine Learning by Marcos Prado.☆122Nov 17, 2022Updated 3 years ago
- Fully Convlutional Neural Networks for state-of-the-art time series classification☆714Jul 3, 2019Updated 6 years ago
- Time Series Cross-Validation -- an extension for scikit-learn☆259Jan 23, 2023Updated 3 years ago
- Implementation of Deep Temporal Clustering.☆73Jan 25, 2026Updated last month
- ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels☆459Apr 10, 2022Updated 3 years ago
- Uncertain Shapelet Transform Classification, a shapelet method for uncertain time series classification☆21Jul 10, 2022Updated 3 years ago
- Python package for dynamic system estimation of time series☆40Oct 4, 2020Updated 5 years ago
- The resources for IPE model : Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs.☆19Jan 21, 2023Updated 3 years ago
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆440Apr 23, 2024Updated last year
- MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z…☆106Dec 26, 2022Updated 3 years ago
- A forest that is fast☆42Feb 1, 2019Updated 7 years ago
- Jupyter notebook for performing price predictions of stock data using Facebook's Prophet package.☆26Jul 16, 2019Updated 6 years ago
- A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.☆387Nov 29, 2023Updated 2 years ago
- This curated list contains python packages for time series analysis☆2,231Feb 10, 2023Updated 3 years ago
- A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile☆743Jul 16, 2024Updated last year
- A Full-Pipeline Automated Time Series (AutoTS) Analysis Toolkit.☆286Apr 17, 2025Updated 11 months ago
- ☆33Apr 15, 2025Updated 11 months ago