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Projects in Awesome Lists tagged with dynamic-time-warping
A curated list of projects in awesome lists tagged with dynamic-time-warping .
https://github.com/rtavenar/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
Last synced: 27 Nov 2024
https://github.com/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
Last synced: 16 Dec 2024
https://github.com/wannesm/dtaidistance
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
c clustering distance-measure dtw dynamic-time-warping python timeseries
Last synced: 18 Dec 2024
https://github.com/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
Last synced: 20 Dec 2024
https://github.com/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
Last synced: 12 Nov 2024
https://github.com/maghoumi/pytorch-softdtw-cuda
Fast CUDA implementation of (differentiable) soft dynamic time warping for PyTorch
cuda deep-learning dynamic-time-warping pytorch soft-dtw
Last synced: 15 Dec 2024
https://github.com/mblondel/soft-dtw
Python implementation of soft-DTW.
dtw dynamic-time-warping neural-networks soft-dtw time-series
Last synced: 20 Dec 2024
https://github.com/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
Last synced: 17 Dec 2024
https://github.com/cjekel/similarity_measures
Quantify the difference between two arbitrary curves in space
curve distance dtw dynamic-time-warping fr-chet-distance frechet-distance measure python similarity-measures warping
Last synced: 20 Dec 2024
https://github.com/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.
data-science decision-trees dynamic-time-warping error-functions fitting-algorithm frequentist-methods gaussian-naive-bayes machine-learning machine-learning-algorithms machine-learning-matlab machine-learning-python matlab4datascience naive-bayes-classifier python4datascience random-forest singular-value-decomposition tutor-milaan9 value-iteration-algorithm
Last synced: 17 Dec 2024
https://github.com/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
Last synced: 06 Nov 2024
https://github.com/google-research/soft-dtw-divergences
An implementation of soft-DTW divergences.
dtw dynamic-time-warping soft-dtw time-series
Last synced: 10 Nov 2024
https://github.com/baggepinnen/dynamicaxiswarping.jl
Dynamic Time Warping (DTW) and related algorithms in Julia, at Julia speeds
distance-measures dynamic-frequency-warping dynamic-time-warping optimal-transport signal-analysis signal-processing soft-dtw time-series time-series-analysis time-series-clustering
Last synced: 21 Nov 2024
https://github.com/eonu/sequentia
Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.
classification-algorithms dtw dynamic-time-warping hidden-markov-models hmm k-nearest-neighbor-classifier knn machine-learning multivariate-timeseries python sequence-classification sequential-patterns time-series time-series-classification variable-length
Last synced: 31 Oct 2024
https://github.com/cjekel/dtw_cpp
Dynamic Time Warping single header library for C++
cpp11 dtw dynamic-time-warping similarity-measures single-header
Last synced: 16 Oct 2024
https://github.com/baggepinnen/spectraldistances.jl
Measure the distance between two spectra/signals using optimal transport and related metrics
barycenter barycentric-coordinates dynamic-frequency-warping dynamic-time-warping earth-movers-distance histogram linear-systems metrics optimal-transport riemannian-manifold spectral-analysis spectral-embedding spectrum wasserstein-distance
Last synced: 21 Nov 2024
https://github.com/maghoumi/deepnag
Deep Non-Adversarial Gesture Generation
deep-learning deep-neural-networks dynamic-time-warping gan generative-adversarial-network gesture-generation pytorch sequence-generation soft-dtw
Last synced: 21 Nov 2024
https://github.com/thedevstone/Jestures
A simple framework for gesture recognition in Java
bintray demo dtw dynamic-time-warping eclipse eclipse-plugin findbugs gesture-recognition ivy java java-8 javadoc kinect kinect-sensor kinect-v2 kinect2 knn-algorithm knn-classification microsoft pmd
Last synced: 24 Nov 2024
https://github.com/thedevstone/jestures
A simple framework for gesture recognition in Java
bintray demo dtw dynamic-time-warping eclipse eclipse-plugin findbugs gesture-recognition ivy java java-8 javadoc kinect kinect-sensor kinect-v2 kinect2 knn-algorithm knn-classification microsoft pmd
Last synced: 13 Oct 2024
https://github.com/borealisai/tsc-disc-proto
Discriminative Prototypes learned by Dynamic Time Warping (DTW) for Time Series Classification (TSC)
dynamic-time-warping pytorch time-series-classification
Last synced: 06 Nov 2024
https://github.com/wildboar-foundation/wildboar
wildboar is a Python module for temporal machine learning
cython distance-measures dtw dynamic-time-warping euclidean-distances machine-learning numpy python scipy timeseries
Last synced: 17 Dec 2024
https://github.com/fl33tw00d/rustdtw
Python extension backed by a multi-threaded Rust implementation of Dynamic Time Warping (DTW).
dtw dynamic-time-warping fmri neuroscience nilearn rust timeseries
Last synced: 27 Oct 2024
https://github.com/ymtoo/ts-dist
Time series distance measures
distance-measure dynamic-time-warping edit-distance-on-real-sequence longest-common-subsequence time-series
Last synced: 26 Nov 2024
https://github.com/zkan/dynamic-time-warping
Dynamic Time Warping code in C/C++
c-plus-plus dtw dynamic-time-warping
Last synced: 19 Dec 2024
https://github.com/baggepinnen/signalalignment.jl
Align signals to each other
dynamic-time-warping signal-alignment signal-analysis signal-processing time-series-analysis
Last synced: 21 Nov 2024
https://github.com/javierantoran/tiger-costume-voice-conversion
Voice Alignment and Conversion with Neural Networks and the WORLD codec.
alignment dwt dynamic-time-warping mfcc mlpg neural-network speaker speech sptk trajectory-generation voice voice-alignment voice-conversion voice-generation
Last synced: 05 Nov 2024
https://github.com/eonu/fsdd
Approximate Dynamic Time Warping (+kNN) and BiLSTM-RNN approaches to isolated word recognition on the Free Spoken Digit Dataset.
audio-classification dtw dynamic-time-warping free-spoken-digit-dataset fsdd k-nearest-neighbors knn long-short-term-memory lstm mel-frequency-cepstral-coefficients mfcc-features pytorch sequence-classification variable-length-data
Last synced: 24 Oct 2024
https://github.com/hfawaz/aime19
Automatic alignment of surgical videos using kinematic data
alignment dynamic-time-warping multivariate-timeseries surgical-robots time-series time-series-analysis video-sync
Last synced: 06 Nov 2024
https://github.com/krzjoa/sciquence
Time series & sequence processing in Python ðŸ—
dynamic-time-warping machine-learning python scikit-learn sequence-search sequences time-series
Last synced: 14 Oct 2024
https://github.com/chanioxaris/locality-sensitive-hashing
Experimental implementation of the paper 'Locality-Sensitive Hashing of Curves' published by A. Driemel and F. Silvestri
bucket concatenation dtw dynamic-time-warping frechet-distance hash-functions hash-tables lsh nearest-neighbor-search
Last synced: 02 Nov 2024
https://github.com/ahmetzamanis/weatheranomalydetectionclassification
Time series anomaly detection, time series classification & dynamic time warping, performed on a dataset of Canadian weather measurements.
autoencoder convolutional-neural-networks darts data-science deep-learning dynamic-time-warping gaussian-mixture-models isolation-forest k-means-clustering machine-learning neural-network plotly principal-component-analysis pyod python pytorch-lightning rocket sktime time-series-anomaly-detection time-series-classification
Last synced: 19 Nov 2024
https://github.com/yoyolicoris/iiap_dtw
multicomponent dtw.
dynamic-time-warping multi-component
Last synced: 15 Dec 2024
https://github.com/peteprattis/automatic-speech-recognision-system-asr
A python script that implements an automatic speech recognision system.
asr automatic-speech-recognition computer-science dtw dynamic-time-warping fir-filter librosa mel-frequency-cepstral-coefficients mfcc nyquist program python short-time-fourier-transform short-time-signal-analysis signal signal-processing student
Last synced: 17 Nov 2024
https://github.com/jgcmarins/dynamic-time-warping
Dynamic Time Warping algorithm for measuring similarity between two temporal sequences
dynamic-time-warping moves temporal-sequences wii
Last synced: 10 Dec 2024
https://github.com/zekeriyyaa/anomaly-detection-based-on-clustering-of-mobile-robot-data
We proposed a new approach to detect anomalies of mobile robot data. We investigate each data seperately with two clustering method hierarchical and k-means. There are two sub-method that we used for produce an anomaly score. Then, we merge these two score and produce merged anomaly score as a result.
agv anomaly clustering currency dtw dynamic-time-warping feature-extraction hierarchical-clustering k-means-clustering mobile-robots normalization python robotics time-series-analysis time-series-data vibration
Last synced: 09 Nov 2024
https://github.com/cepdnaclk/e16-4yp-acceleration-of-dtw-algorithm-for-real-time-nanopore-selective-sequencing-using-gpus
The project aims to optimize the Dynamic Time Warping (DTW) algorithm and accelerate it using Graphics Processing Units (GPUs), So that algorithm can be executed in a GPU-equipped laptop or a GPU-equipped embedded device like NVIDIA Jetson, rather than connecting to a massive server.
accelerated-computing dna-sequencing dynamic-time-warping oxford-nanopore
Last synced: 12 Nov 2024
https://github.com/i4ds/dtw-sentence-alignment
A simple, low-dependency package for aligning sentences by minimizing a chosen metric.
dtw dtw-algorithm dynamic-time-warping sentence-alignment sentence-similarity
Last synced: 09 Nov 2024
https://github.com/yoyololicon/iiap_dtw
multicomponent dtw.
dynamic-time-warping multi-component
Last synced: 06 Oct 2024
https://github.com/cego669/russianalcoholconsumption
This repository includes a solution to a business problem in which a company wants to discover 10 other regions in Russia that have similar alcohol consumption patterns to Saint Petersburg. Dynamic Time Warping and Principal Component Analysis techniques were used to get to the final list of regions.
alcohol-consumption business customer-segmentation dynamic-time-warping principal-component-analysis python russia similarity time-series time-series-clustering
Last synced: 12 Nov 2024
https://github.com/modhurita/dynamic-time-warping
Using the dynamic time warping algorithm to cluster subsurface lithological data
clustering dynamic-time-warping
Last synced: 22 Nov 2024
