soft-dtw

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Maghoumi /pytorch-softdtw-cuda

Star659

Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch

deep-learning cuda pytorch dynamic-time-warping soft-dtw

UpdatedApr 3, 2024
Python

mblondel /soft-dtw

Star556

Python implementation of soft-DTW.

time-series dtw neural-networks dynamic-time-warping soft-dtw

UpdatedJun 19, 2024
Python

keonlee9420 /Soft-DTW-Loss

Star141

PyTorch implementation of Soft-DTW: a Differentiable Loss Function for Time-Series in CUDA

deep-neural-networks deep-learning time-series dtw cuda pytorch dynamic-time-warping soft-dtw loss-function

UpdatedAug 3, 2021
Python

google-research /soft-dtw-divergences

Star134

An implementation of soft-DTW divergences.

time-series dtw dynamic-time-warping soft-dtw

UpdatedOct 14, 2021
Python

baggepinnen /DynamicAxisWarping.jl

Star100

Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds

time-series signal-processing distance-measures signal-analysis dynamic-time-warping optimal-transport time-series-analysis time-series-clustering soft-dtw dynamic-frequency-warping

UpdatedFeb 13, 2024
Julia

lyprince /sdtw_pytorch

Star100

Implementation of soft dynamic time warping in pytorch

deep-neural-networks deep-learning time-series pytorch dynamic-time-warping cost-function soft-dtw pytorch-implementation

UpdatedSep 23, 2021
Python

Maghoumi /DeepNAG

Star40

Deep Non-Adversarial Gesture Generation

deep-neural-networks deep-learning pytorch generative-adversarial-network gan dynamic-time-warping sequence-generation soft-dtw gesture-generation

UpdatedApr 21, 2022
Python

toinsson /pysdtw

Star36

Torch implementation of Soft-DTW, supports CUDA.

deep-learning cuda pytorch dynamic-time-warping soft-dtw

UpdatedFeb 24, 2023
Python

zzw922cn /TF2_soft_dtw

Star21

Custom TensorFlow2 implementations of forward and backward computation of soft-DTW algorithm in batch mode.

custom edit-distance gradient soft-dtw tensorflow2 dtw-algorithm

UpdatedJun 7, 2021
Python

wangzehui20 /OTAM-Video-via-Temporal-Alignment

Star13

Fast CUDA implementation of (differentiable) otam for PyTorch using Numba

deep-learning cuda pytorch dynamic-time-warping soft-dtw otam

UpdatedJun 21, 2021
Python

gabrielspadon /Soft-DTW

Star4

Soft-DTW loss function for Keras/TensorFlow

deep-learning neural-network tensorflow keras loss-functions soft-dtw dtw-algorithm dtw-distances

UpdatedApr 25, 2024
Python

richardARPANET /soft-dtw

Star1

Python implementation of soft-DTW.

python python-library dynamic-time-warping soft-dtw

UpdatedJul 10, 2020
Python

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