DynamicsAndNeuralSystems / catch22Links
catch22: CAnonical Time-series CHaracteristics
☆416Updated this week
Alternatives and similar repositories for catch22
Users that are interested in catch22 are comparing it to the libraries listed below
Sorting:
- A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.☆384Updated last year
- Highly comparative time-series analysis☆776Updated this week
- Calculates various features from time series data. Python implementation of the R package tsfeatures.☆412Updated last year
- Flexible time series feature extraction & processing☆422Updated 9 months ago
- An intuitive library to extract features from time series.☆1,022Updated last week
- python implementation of catch22☆83Updated 9 months ago
- DEPRECATED, now in sktime - companion package for deep learning based on TensorFlow☆598Updated 10 months ago
- Symbolic Aggregate approXimation, HOT-SAX, and SAX-VSM implementation in Python☆211Updated 2 years ago
- Python module for machine learning time series:☆576Updated 2 years ago
- A Multipurpose Library for Synthetic Time Series Generation in Python☆368Updated last year
- MINIROCKET: A Very Fast (Almost) Deterministic Transform for Time Series Classification☆313Updated 3 years ago
- MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z…☆103Updated 2 years ago
- The fastest way to compute matrix profiles on CPU and GPU!☆182Updated last year
- Forecasting with Gradient Boosted Time Series Decomposition☆195Updated last year
- ROCKET: Exceptionally fast and accurate time series classification using random convolutional kernels☆445Updated 3 years ago
- The Turing Change Point Detection Benchmark: An Extensive Benchmark Evaluation of Change Point Detection Algorithms on real-world data☆142Updated 2 years ago
- Multiple pooling operators and transformations for fast and effective time series classification☆107Updated 2 years ago
- Comparative analysis of pairwise interactions in multivariate time series.☆229Updated last month
- The Turing Change Point Dataset - A collection of time series for the evaluation and development of change point detection algorithms☆152Updated 5 months ago
- A Python package for time series augmentation☆354Updated 2 years ago
- AntroPy: entropy and complexity of (EEG) time-series in Python☆325Updated 4 months ago
- A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python☆271Updated this week
- BATS and TBATS forecasting methods☆182Updated 2 years ago
- A python package for time series forecasting with scikit-learn estimators.☆161Updated last year
- A python library for time-series smoothing and outlier detection in a vectorized way.☆758Updated last year
- A Python package for data analysis with permutation entropy and ordinal network methods.☆102Updated 2 months ago
- A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.☆618Updated last year
- Python implementation of Multivariate Singular Spectrum Analysis (MSSA)☆166Updated 6 years ago
- Predict time-series with one line of code.☆423Updated 8 months ago
- ClaSPy: A Python package for time series segmentation.☆113Updated last month