dynamic-time-warping

There are 7 repositories under dynamic-time-warping topic.

tslearn-team / tslearn
The machine learning toolkit for time series analysis in Python
dtw dynamic-time-warping machine-learning machine-learning-algorithms machinelearning python time-series time-series-analysis time-series-classification time-series-clustering timeseries
Language:Python 2786
wannesm / dtaidistance
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
c clustering distance-measure dtw dynamic-time-warping python timeseries
Language:Python 1026
nickgillian / grt
gesture recognition toolkit
dynamic-time-warping gesture-recognition gesture-recognition-toolkit grt kmeans linear-regression machine-learning random-forest softmax support-vector-machine
Language:C++ 850
markdregan / K-Nearest-Neighbors-with-Dynamic-Time-Warping
Python implementation of KNN and DTW classification algorithm
classification-algorithm dynamic-programming dynamic-time-warping human-activity-recognition machine-learning nearest-neighbors timeseries
Language:Jupyter Notebook 758
Maghoumi / pytorch-softdtw-cuda
Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch using Numba
cuda deep-learning dynamic-time-warping pytorch soft-dtw
Language:Python 586
mblondel / soft-dtw
Python implementation of soft-DTW.
dtw dynamic-time-warping neural-networks soft-dtw time-series
Language:Python 516
hfawaz / bigdata18
Transfer learning for time series classification
deep-learning deep-neural-networks dtw dynamic-time-warping research-paper time-series-analysis time-series-classification transfer-learning
Language:Python 378
jayshah19949596 / Machine-Learning-Models
Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means
machine-learning-algorithms naive-bayes-classifier decision-trees random-forest dynamic-time-warping gaussian-mixture-models em-algorithm logistic-regression linear-regression principal-component-analysis singular-value-decomposition gaussian-classifier knn knn-classification kmeans-clustering kmeans kmeans-algorithm supervised-learning value-iteration-algorithm neural-network
Language:MATLAB 313
cjekel / similarity_measures
Quantify the difference between two arbitrary curves in space
similarity-measures curve distance fr-chet-distance warping measure dtw dynamic-time-warping frechet-distance python
Language:Jupyter Notebook 237
hfawaz / aaltd18
Data augmentation using synthetic data for time series classification with deep residual networks
convolutional-neural-networks data-augmentation deep-learning dtw dynamic-time-warping time-series-classification
Language:Python 180
milaan9 / Machine_Learning_Algorithms_from_Scratch
This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.
machine-learning data-science machine-learning-matlab machine-learning-python tutor-milaan9 naive-bayes-classifier gaussian-naive-bayes fitting-algorithm error-functions frequentist-methods singular-value-decomposition value-iteration-algorithm dynamic-time-warping machine-learning-algorithms matlab4datascience python4datascience decision-trees random-forest
Language:Jupyter Notebook 180
google-research / soft-dtw-divergences
An implementation of soft-DTW divergences.
time-series dtw dynamic-time-warping soft-dtw
Language:Python 129
keonlee9420 / Soft-DTW-Loss
PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA
deep-learning cuda pytorch dynamic-time-warping soft-dtw deep-neural-networks time-series loss-function dtw
Language:Python 118
lyprince / sdtw_pytorch
Implementation of soft dynamic time warping in pytorch
dynamic-time-warping deep-learning soft-dtw pytorch pytorch-implementation deep-neural-networks time-series cost-function
Language:Python 98
baggepinnen / DynamicAxisWarping.jl
Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds
dynamic-time-warping dynamic-frequency-warping optimal-transport time-series time-series-analysis time-series-clustering signal-processing soft-dtw distance-measures signal-analysis
Language:Julia 93
eonu / sequentia
Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.
classification-algorithms machine-learning python time-series time-series-classification multivariate-timeseries dynamic-time-warping hidden-markov-models k-nearest-neighbor-classifier sequential-patterns sequence-classification dtw knn hmm variable-length
Language:Python 59
GordonLesti / dynamic-time-warping
Dynamic time warping for JavaScript
javascript dynamic-time-warping
Language:JavaScript 49
baggepinnen / SpectralDistances.jl
Measure the distance between two spectra/signals using optimal transport and related metrics
spectrum spectral-embedding spectral-analysis linear-systems wasserstein-distance optimal-transport dynamic-frequency-warping riemannian-manifold metrics histogram earth-movers-distance barycenter barycentric-coordinates dynamic-time-warping
Language:Julia 45
cjekel / DTW_cpp
Dynamic Time Warping single header library for C++
dynamic-time-warping single-header cpp11 similarity-measures dtw
Language:C++ 41
derohde / Fred
A fast, scalable and light-weight C++ Fréchet and DTW distance library, exposed to python and focused on clustering of polygonal curves.
polygonal-chain frechet-distance time-series clustering dimension-reduction continuous-frechet-distance fr-chet-distance dimensional-polygonal-curves nearest-centers python sampling-algorithms polygonal-curves sequential-data algorithm frechet distance-calculation dynamic-time-warping trajectory trajectory-analysis trajectory-clustering
Language:C++ 41
Maghoumi / DeepNAG
Deep Non-Adversarial Gesture Generation
deep-neural-networks deep-learning generative-adversarial-network gan sequence-generation gesture-generation pytorch dynamic-time-warping soft-dtw
Language:Python 39
Giulianini / Jestures
A simple framework for gesture recognition in Java
eclipse eclipse-plugin gesture-recognition kinect javadoc bintray findbugs ivy pmd demo kinect-sensor kinect2 kinect-v2 microsoft java java-8 dtw dynamic-time-warping knn-classification knn-algorithm
Language:Java 31
BorealisAI / TSC-Disc-Proto
Discriminative Prototypes learned by Dynamic Time Warping (DTW) for Time Series Classification (TSC)
pytorch time-series-classification dynamic-time-warping
Language:Python 30
toinsson / pysdtw
Torch implementation of Soft-DTW, supports CUDA.
cuda deep-learning pytorch dynamic-time-warping soft-dtw
Language:Python 29
wildboar-foundation / wildboar
wildboar is a Python module for temporal machine learning
python timeseries machine-learning distance-measures dtw euclidean-distances cython numpy scipy dynamic-time-warping
Language:Python 27
ymtoo / ts-dist
Time series distance measures
distance-measure time-series dynamic-time-warping longest-common-subsequence edit-distance-on-real-sequence
Language:Python 24
FL33TW00D / rustDTW
Python extension backed by a multi-threaded Rust implementation of Dynamic Time Warping (DTW).
dtw rust dynamic-time-warping nilearn neuroscience fmri timeseries
Language:Rust 21
zkan / dynamic-time-warping
Dynamic Time Warping code in C/C++
dynamic-time-warping dtw c-plus-plus
Language:C++ 21
JavierAntoran / tiger-costume-voice-conversion
Voice Alignment and Conversion with Neural Networks and the WORLD codec.
voice speech voice-conversion neural-network voice-alignment voice-generation speaker alignment dwt dynamic-time-warping sptk trajectory-generation mlpg mfcc
Language:Jupyter Notebook 20
DSM-fudan / KV-match
ICDE 2019 - KV-match: A Subsequence Matching Approach Supporting Normalization and Time Warping
timeseries similarity-search key-value subsequence-matching normalization dynamic-time-warping kv-match
Language:Java 17
aishoot / DTWSpeech
A simple application of DTW Algorithm in isolate word speech recognition.
dtw dynamic-time-warping isolate-word-recognition speech-recognition voice-command voice-recognition
Language:Jupyter Notebook 16
homer-robotics / gesture_recognition_on_rgb_video
Gesture Recognition in RGB Videos Using Human Body Keypoints and Dynamic Time Warping
gesture-recognition dynamic-time-warping action-recognition computer-vision
Language:Python 16
zauri / clustering
Sequence clustering using k-means with dynamic time warping (DTW) and Damerau-Levenshtein distance as similarity measures
clustering damerau-levenshtein-distance python time-series-clustering dynamic-time-warping k-means-clustering
Language:Python 16
baggepinnen / SignalAlignment.jl
Align signals to each other
dynamic-time-warping signal-alignment signal-analysis signal-processing time-series-analysis
Language:Julia 15
jayshah19949596 / Computer-Vision-Course-Assignments
Canny Edge Detection, Eigen Faces Face Recognition Algorithm, Applying Sobel Filter, Hough Lines, Harris Corner Detection as a Feature, Image Manipulation
canny-edge-detection image-processing computer-vision eigenfaces hough-transform hough-lines sobel edge-detection harris-corners convolution dynamic-time-warping
Language:Jupyter Notebook 14
methi1999 / KWS
Keyword Spotting for detecting a word in an audio file
dynamic-time-warping keyword-extraction keyword-spotting
Language:Python 14

dynamic-time-warping

tslearn-team / tslearn

wannesm / dtaidistance

nickgillian / grt

markdregan / K-Nearest-Neighbors-with-Dynamic-Time-Warping

Maghoumi / pytorch-softdtw-cuda

mblondel / soft-dtw

hfawaz / bigdata18

jayshah19949596 / Machine-Learning-Models

cjekel / similarity_measures

hfawaz / aaltd18

milaan9 / Machine_Learning_Algorithms_from_Scratch

google-research / soft-dtw-divergences

keonlee9420 / Soft-DTW-Loss

lyprince / sdtw_pytorch

baggepinnen / DynamicAxisWarping.jl

eonu / sequentia

GordonLesti / dynamic-time-warping

baggepinnen / SpectralDistances.jl

cjekel / DTW_cpp

derohde / Fred

Maghoumi / DeepNAG

Giulianini / Jestures

BorealisAI / TSC-Disc-Proto

toinsson / pysdtw

wildboar-foundation / wildboar

ymtoo / ts-dist

FL33TW00D / rustDTW

zkan / dynamic-time-warping

JavierAntoran / tiger-costume-voice-conversion

DSM-fudan / KV-match

aishoot / DTWSpeech

homer-robotics / gesture_recognition_on_rgb_video

zauri / clustering

baggepinnen / SignalAlignment.jl

jayshah19949596 / Computer-Vision-Course-Assignments

methi1999 / KWS