ML-KULeuven / locomotif
LoCoMotif is a time series motif discovery method that discovers variable-length motif sets in multivariate time series using time warping
☆22Updated last month
Alternatives and similar repositories for locomotif:
Users that are interested in locomotif are comparing it to the libraries listed below
- scikit-mine : pattern mining in Python☆73Updated last year
- Exceptional Model Mining is a descriptive data mining technique to find interesting patterns in datasets. This package contains a Python …☆11Updated 9 months ago
- Describe data in terms of informative and concise sets of patterns☆11Updated 3 years ago
- The shortest yet efficient implementation of the famous sequential pattern mining algorithm PrefixSpan in Scala.☆11Updated 7 years ago
- C# code of ECSM (AI 2016 conference)☆11Updated 8 years ago
- Python SPMF Wrapper 🐍 🎁☆66Updated 10 months ago
- A visualization tool that supports queries and pattern mining for event sequence exploration☆31Updated 3 years ago
- PAMI is a Python library containing 100+ algorithms to discover useful patterns in various databases across multiple computing platforms.…☆258Updated last week
- Python package for automatically constructing features from multiple time series☆39Updated 7 months ago
- [AAAI 2022] Seq2Pat: Sequence-to-Pattern Generation Library☆132Updated 3 months ago
- Vertex Ordering to List Triangles: a fast C++ tool for triangle counting or listing in big graphs. See associated paper: https://arxiv.or…☆15Updated 2 years ago
- ☆28Updated 3 years ago
- [AMAI 2024] Selective: Feature Selection Library☆68Updated 3 months ago
- A Python library for time series subsequence search.☆48Updated 9 months ago
- Interactive clustering with super-instances☆49Updated 4 years ago
- Motiflets☆47Updated last month
- ☆15Updated 3 years ago
- Dynamic Time Warping☆40Updated last month
- BoolXAI is a research library for machine learning for Explainable AI (XAI) based on expressive Boolean formulas.☆18Updated 5 months ago
- Fast and incremental explanations for online machine learning models. Works best with the river framework.☆54Updated 3 months ago
- python implementation of catch22☆81Updated 6 months ago
- A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.☆94Updated last year
- A library for Time Series EDA (exploratory data analysis)☆69Updated 7 months ago
- Monash Time Series Classification Library☆39Updated last year
- Distributional Gradient Boosting Machines☆26Updated 2 years ago
- Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all …☆105Updated 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…☆102Updated 2 years ago
- Mueen-Keogh Algorithm for finding timeseries motifs☆21Updated 4 years ago
- Synthetic Data Generation for mixed-type, multivariate time series.☆111Updated 3 weeks ago
- A small framework to benchmark forecasting models via backtesting☆11Updated last year