14 results found Sort:

tslearn-team
tslearn tslearn-team
329
2.8k
bsd-2-clause
60
The machine learning toolkit for time series analysis in Python
dtw python timeseries time-series machinelearning machine-learning dynamic-time-warping time-series-analysis time-series-clustering time-series-classification machine-learning-algorithms
Created 2017-05-04
1,637 commits to main branch, last one 2 months ago
wannesm
dtaidistance wannesm
184
1.0k
other
27
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
c dtw python clustering timeseries distance-measure dynamic-time-warping
Created 2017-02-02
781 commits to master branch, last one 18 days ago
nickgillian
grt nickgillian
286
852
unknown
92
gesture recognition toolkit
grt kmeans softmax random-forest machine-learning linear-regression gesture-recognition dynamic-time-warping support-vector-machine gesture-recognition-toolkit
Created 2014-01-03
897 commits to master branch, last one 4 years ago
Maghoumi
pytorch-softdtw-cuda Maghoumi
57
595
mit
10
Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch using Numba
cuda pytorch soft-dtw deep-learning dynamic-time-warping
Created 2020-05-02
10 commits to master branch, last one about a year ago
cjekel
similarity_measures cjekel
41
240
mit
8
Quantify the difference between two arbitrary curves in space
dtw curve python measure warping distance fr-chet-distance frechet-distance similarity-measures dynamic-time-warping
Created 2018-05-18
192 commits to master branch, last one 6 months ago
milaan9
Machine_Learning_Algorithms_from_Scratch milaan9
176
183
mit
2
This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.
data-science random-forest tutor-milaan9 decision-trees error-functions machine-learning fitting-algorithm matlab4datascience python4datascience frequentist-methods dynamic-time-warping gaussian-naive-bayes naive-bayes-classifier machine-learning-matlab machine-learning-python value-iteration-algorithm machine-learning-algorithms singular-value-decomposition
Created 2020-09-09
93 commits to master branch, last one about a year ago
google-research
soft-dtw-divergences google-research
16
131
apache-2.0
9
An implementation of soft-DTW divergences.
dtw soft-dtw time-series dynamic-time-warping
Created 2020-11-18
7 commits to master branch, last one 2 years ago
keonlee9420
Soft-DTW-Loss keonlee9420
9
117
mit
3
PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA
dtw cuda pytorch soft-dtw time-series deep-learning loss-function deep-neural-networks dynamic-time-warping
Created 2021-06-16
1 commits to main branch, last one 2 years ago
lyprince
sdtw_pytorch lyprince
10
99
unknown
9
Implementation of soft dynamic time warping in pytorch
pytorch soft-dtw time-series cost-function deep-learning deep-neural-networks dynamic-time-warping pytorch-implementation
Created 2019-02-19
6 commits to master branch, last one 2 years ago
baggepinnen
DynamicAxisWarping.jl baggepinnen
10
93
other
5
Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds
soft-dtw time-series signal-analysis distance-measures optimal-transport signal-processing dynamic-time-warping time-series-analysis time-series-clustering dynamic-frequency-warping
Created 2020-04-30
272 commits to master branch, last one 3 months ago
eonu
sequentia eonu
7
59
mit
4
Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.
dtw hmm knn python time-series variable-length machine-learning sequential-patterns dynamic-time-warping hidden-markov-models multivariate-timeseries sequence-classification classification-algorithms time-series-classification k-nearest-neighbor-classifier
Created 2019-11-27
268 commits to master branch, last one about a month ago
baggepinnen
SpectralDistances.jl baggepinnen
4
45
other
4
Measure the distance between two spectra/signals using optimal transport and related metrics
metrics spectrum histogram barycenter linear-systems optimal-transport spectral-analysis spectral-embedding riemannian-manifold dynamic-time-warping wasserstein-distance earth-movers-distance barycentric-coordinates dynamic-frequency-warping
Created 2019-09-18
396 commits to master branch, last one about a year ago
derohde
Fred derohde
8
41
mit
2
A fast, scalable and light-weight C++ Fréchet and DTW distance library, exposed to python and focused on clustering of polygonal curves.
python frechet algorithm clustering trajectory time-series nearest-centers polygonal-chain sequential-data fr-chet-distance frechet-distance polygonal-curves dimension-reduction sampling-algorithms trajectory-analysis distance-calculation dynamic-time-warping trajectory-clustering continuous-frechet-distance dimensional-polygonal-curves
Created 2020-01-29
97 commits to master branch, last one 9 months ago
toinsson
pysdtw toinsson
2
30
mit
2
Torch implementation of Soft-DTW, supports CUDA.
cuda pytorch soft-dtw deep-learning dynamic-time-warping
Created 2022-06-10
32 commits to main branch, last one about a year ago