shaplets-python

Time-series classifier

A Python implementation of a shapelet-based time-series classification algorithm using gradient descent.

Python implementation of the Learning Time-Series Shapelets method, that learns a shapelet-based time-series classifier with gradient descent.

GitHub

217 stars
12 watching
59 forks
Language: Python
last commit: almost 7 years ago

Related projects:

RepositoryDescriptionStars
shapelets/khiva-pythonA Python binding for the Khiva time series analytics library.46
johannfaouzi/pytsA Python package for time series classification and analysis1,781
dmbee/seglearnA machine learning tool for time series data analysis and modeling573
hfawaz/dl-4-tscThis project provides a framework for evaluating and comparing different deep learning architectures for time series classification tasks.1,576
cauchyturing/ucr_time_series_classification_deep_learning_baselineDeveloping and evaluating deep learning models for time series classification with a focus on interpretability and deployability.682
nixtla/mlforecastA framework to perform time series forecasting using machine learning models on large datasets.924
shawshank-smile/pytsda-tdengineAn end-to-end time series data analysis system with integrated machine learning and deep learning capabilities23
cerlymarco/tsmoothieA Python library providing fast and efficient smoothing and outlier detection techniques for time series data.743
benedekrozemberczki/shapleyAn open-source Python library for evaluating and explaining the contribution of individual classifiers in machine learning ensembles.219
skforecast/skforecastA Python library for building machine learning models to forecast time series data1,189
thedatumorg/kshape-matlabA Matlab implementation of an efficient and accurate unsupervised method for clustering time-series data53
alkaline-ml/pmdarimaA statistical library for time series analysis and forecasting1,603
maxbenchrist/tspreprocessA Python package for preprocessing time series data to improve analysis quality60
larsmans/seqlearnA toolkit for building sequence classification models in Python691
mustafaturan/omnicat-bayesAn implementation of the Naive Bayes algorithm as a text classification strategy in Ruby.32