18 results found Sort:

tslearn-team
tslearn tslearn-team
342
2.9k
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
1,639 commits to main branch, last one 4 months ago
readbeyond
aeneas readbeyond
232
2.5k
agpl-3.0
72
aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)
cli dtw nlp srt tts smil text audio linux macos espeak ffmpeg python speech windows festival alignment espeak-ng text-to-speech forced-alignment
Created 2015-05-11
280 commits to master branch, last one 4 years ago
pollen-robotics
dtw pollen-robotics
233
1.2k
gpl-3.0
31
DTW (Dynamic Time Warping) python module
dtw python distance distance-metric distance-measures
Created 2014-07-28
69 commits to master branch, last one 7 months ago
wannesm
dtaidistance wannesm
185
1.1k
other
28
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
802 commits to master branch, last one 28 days ago
mblondel
soft-dtw mblondel
98
548
bsd-2-clause
28
Python implementation of soft-DTW.
dtw soft-dtw time-series neural-networks dynamic-time-warping
Created 2017-06-03
30 commits to master branch, last one 5 years ago
asardaes
dtwclust asardaes
29
258
gpl-3.0
11
R Package for Time Series Clustering Along with Optimizations for DTW
dtw clustering time-series
Created 2015-07-28
1,659 commits to master branch, last one 4 months ago
cjekel
similarity_measures cjekel
41
247
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
204 commits to master branch, last one about a month ago
BUAABIGSCity
PDFormer BUAABIGSCity
35
209
mit
2
[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.
dtw kshape aaai2023 transformer self-attention graph-transformer traffic-prediction traffic-flow-prediction spatio-temporal-prediction multivariate-time-series-prediction
Created 2022-11-19
11 commits to master branch, last one about a year ago
meinardmueller
libfmp meinardmueller
18
196
other
3
libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)
f0 dtw hmm mir nmf beat audio chord music onset tempo python fourier retrieval processing synchronization
Created 2020-12-10
44 commits to master branch, last one 9 months ago
MVRonkin
dsatools MVRonkin
28
132
mit
7
Digital signal analysis library for python. The library includes such methods of the signal analysis, signal processing and signal parameter estimation as ARMA-based techniques; subspace-based techni...
dmd dtw emd ssa vmd esprit matrix-pencil signal-analysis signal-processing frequency-estimation digital-signal-processing singular-spectrum-analysis empirical-mode-decomposition signal-processing-algorithms variational-mode-decomposition hilbert-vibration-decomposition
Created 2020-08-30
37 commits to master branch, last one about a year ago
google-research
soft-dtw-divergences google-research
17
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 3 years ago
keonlee9420
Soft-DTW-Loss keonlee9420
10
129
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 3 years ago
meinardmueller
synctoolbox meinardmueller
12
113
other
5
Sync Toolbox - Python package with reference implementations for efficient, robust, and accurate music synchronization based on dynamic time warping (DTW)
dtw music onset python chromagram synchronization
Created 2021-06-01
136 commits to master branch, last one 11 months ago
statefb
dtwalign statefb
20
106
mit
7
Comprehensive dynamic time warping module for python
dtw python alignment time-series distance-measures distance-calculation
Created 2018-01-11
84 commits to master branch, last one about a year ago
jim-spyropoulos
Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn jim-spyropoulos
17
65
apache-2.0
0
Formed trajectories of sets of points.Experimented on finding similarities between trajectories based on DTW (Dynamic Time Warping) and LCSS (Longest Common SubSequence) algorithms.Modeled trajectorie...
dtw knn python trajectory classifiers scikit-learn random-forest classification machine-learning logistic-regression similarity-measures trajectory-analysis scikitlearn-machine-learning
Created 2018-07-02
8 commits to master branch, last one 4 years ago
eonu
sequentia eonu
8
63
mit
5
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 7 months ago
mathquis
node-personal-wakeword mathquis
7
61
unknown
2
Personal wake word detector
dtw mfcc node wakeword hotword-detector hotword-detection
Created 2020-06-06
71 commits to master branch, last one about a year ago
cjekel
DTW_cpp cjekel
13
47
mit
2
Dynamic Time Warping single header library for C++
dtw cpp11 single-header similarity-measures dynamic-time-warping
Created 2019-08-15
55 commits to master branch, last one 3 years ago