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19 search results found

Awesome Ts Anomaly Detection ⭐ 2,320

List of tools & datasets for anomaly detection on time-series data.

Time series analysis in the `tidyverse`

Matrixprofile ⭐ 297

A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone.

Openhistorian ⭐ 166

The Open Source Time-Series Data Historian

Awesome Time Series Analysis ⭐ 99

This list collects learning resource, tools and dataset for time series analysis/time series data mining.

MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.

TSrepr: R package for time series representations

Spartan2 ⭐ 50

A collection of data mining algorithms on big graphs and time series

Libmaxdiv ⭐ 41

Implementation of the Maximally Divergent Intervals algorithm for Anomaly Detection in multivariate spatio-temporal time-series.

Search lots of data sets for spurious correlations

Hawkular Datamining ⭐ 29

Real-time time series prediction library with standalone server

Matrixprofile.jl ⭐ 28

Time-series analysis using the Matrix profile in Julia

Piecewiselineartimeseriesapproximation ⭐ 17

code from Daniel Lemire, A Better Alternative to Piecewise Linear Time Series Segmentation, SIAM Data Mining 2007, 2007.

A Wasserstein Subsequence Kernel for Time Series.

Machine Learning And Data Processing ⭐ 15

A collection of resources on machine learning, data processing and related areas

Sparklyr.flint ⭐ 7

Sparklyr extension making Flint time series library functionalities (https://github.com/twosigma/flint) easily accessible through R

Ts Datamining ⭐ 7

Time Series Data Mining Tool(TSDM)

Lumber Jack ⭐ 5

High performance & light weight alternative to Pandas with ML focused tooling. (Work in progress x100!)

Unsupervisedensembles ⭐ 5

Unsupervised ensemble learning methods for time series forecasting. Bootstrap aggregating (bagging) for double-seasonal time series forecasting and its ensembles.

Matrix Profile With Dtw ⭐ 5

An academic project to introduce Dynamic Time Warping (DTW) distance into Matrix Profile.

Backpropagation Neural Network For Multivariate Time Series Forecasting ⭐ 5

Backpropagation Neural Network for Multivariate Time Series Forecasting (multi input single output: 2 inputs and 1 output)

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