zpzim / SCAMP
The fastest way to compute matrix profiles on CPU and GPU!
☆180Updated last year
Alternatives and similar repositories for SCAMP:
Users that are interested in SCAMP are comparing it to the libraries listed below
- MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z…☆102Updated 2 years ago
- A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.☆381Updated last year
- catch22: CAnonical Time-series CHaracteristics☆395Updated this week
- Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all …☆105Updated last year
- The Turing Change Point Dataset - A collection of time series for the evaluation and development of change point detection algorithms☆147Updated 2 months ago
- Symbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python☆210Updated last year
- ☆37Updated 5 years ago
- Python implementation of the Learning Time-Series Shapelets method, that learns a shapelet-based time-series classifier with gradient des…☆222Updated 5 years ago
- A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile☆737Updated 8 months ago
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆598Updated 7 months ago
- Scalable Time Series Data Analytics☆313Updated 3 years ago
- SKAB - Skoltech Anomaly Benchmark. Time-series data for evaluating Anomaly Detection algorithms.☆351Updated 7 months ago
- MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z…☆32Updated 5 years ago
- Python package for automatically constructing features from multiple time series☆39Updated 7 months ago
- The Turing Change Point Detection Benchmark: An Extensive Benchmark Evaluation of Change Point Detection Algorithms on real-world data☆138Updated 2 years ago
- Discussion, problems and donations of data hosted at☆47Updated last year
- A Multipurpose Library for Synthetic Time Series Generation in Python☆365Updated last year
- Interactive clustering with super-instances☆49Updated 4 years ago
- Multiple pooling operators and transformations for fast and effective time series classification☆103Updated 2 years ago
- Toolbox for anomaly detection.☆79Updated last year
- ☆33Updated 3 years ago
- MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification☆300Updated 2 years ago
- Flexible time series feature extraction & processing☆415Updated 6 months ago
- python implementation of catch22☆81Updated 6 months ago
- A lightweight web application for brushing labels onto time series data; useful for building training sets.☆172Updated 2 years ago
- The Mackey-Glass Anomaly Benchmark☆23Updated 2 years ago
- Library of autoencoders for sequential data☆435Updated last year
- Python implementation of k-Shape☆342Updated last year
- Supervised forecasting of sequential data in Python.☆55Updated 6 years ago
- An End-to-end Outlier Detection System☆254Updated 2 years ago