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The machine learning toolkit for time series analysis in Python
Created
2017-05-04
1,639 commits to main branch, last one 4 months ago
A toolkit for machine learning from time series
Created
2022-12-20
4,659 commits to main branch, last one 2 days ago
Library for implementing reservoir computing models (echo state networks) for multivariate time series classification and clustering.
Created
2018-03-13
68 commits to master branch, last one 6 days ago
Python implementation of k-Shape
Created
2016-05-31
48 commits to main branch, last one about a year ago
Material for the course "Time series analysis with Python"
arima
course
prophet
chaos-theory
stationarity
kalman-filter
moving-average
unit-root-test
fourier-transform
signal-processing
non-linear-dynamics
reservoir-computing
quantitative-finance
time-series-analysis
exponential-smoothing
time-series-clustering
time-series-forecasting
multivariate-time-series
recurrent-neural-networks
time-series-classification
Created
2024-04-11
55 commits to main branch, last one about a month ago
Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds
Created
2020-04-30
272 commits to master branch, last one 9 months ago
Matlab implementation for k-Shape
Created
2022-09-23
4 commits to main branch, last one about a year ago
A Python library for the fast symbolic approximation of time series
Created
2021-09-09
515 commits to master branch, last one 13 days ago