Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: dtw

Repositories

wannesm/dtaidistance

Time series distances: Dynamic Time Warping (fast DTW implementation in C)

Language: Python - Size: 1.3 MB - Last synced: about 1 hour ago - Pushed: about 2 hours ago - Stars: 1,028 - Forks: 183

m3nin0-labs/dtw.py

Dynamic Time Warping in Python

Language: Rust - Size: 16.6 KB - Last synced: about 3 hours ago - Pushed: about 9 hours ago - Stars: 0 - Forks: 0

m3nin0-labs/dtw

Dynamic Time Warping in Rust

Language: Rust - Size: 4.88 KB - Last synced: about 3 hours ago - Pushed: about 9 hours ago - Stars: 0 - Forks: 0

tslearn-team/tslearn

The machine learning toolkit for time series analysis in Python

Language: Python - Size: 7.14 MB - Last synced: 1 day ago - Pushed: 19 days ago - Stars: 2,796 - Forks: 329

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 techniques; matrix-pencil-based methods; singular-spectrum analysis (SSA); dynamic-mode decomposition (DMD); empirical mode decomposition; variational mode decomposition (EMD); empirical wavelet transform (EWT); Hilbert vibration decomposition (HVD) and many others.

Language: Jupyter Notebook - Size: 8.42 MB - Last synced: 7 days ago - Pushed: about 1 year ago - Stars: 118 - Forks: 26

wildboar-foundation/wildboar

wildboar is a Python module for temporal machine learning

Language: Python - Size: 372 MB - Last synced: 12 days ago - Pushed: 13 days ago - Stars: 27 - Forks: 3

asardaes/dtwclust

R Package for Time Series Clustering Along with Optimizations for DTW

Language: R - Size: 145 MB - Last synced: 15 days ago - Pushed: about 1 year ago - Stars: 246 - Forks: 31

pollen-robotics/dtw

DTW (Dynamic Time Warping) python module

Language: Python - Size: 191 KB - Last synced: 21 days ago - Pushed: about 1 month ago - Stars: 1,120 - Forks: 232

google-research/soft-dtw-divergences

An implementation of soft-DTW divergences.

Language: Python - Size: 16.6 KB - Last synced: 3 days ago - Pushed: over 2 years ago - Stars: 129 - Forks: 16

mblondel/soft-dtw

Python implementation of soft-DTW.

Language: Python - Size: 26.4 KB - Last synced: 21 days ago - Pushed: over 5 years ago - Stars: 512 - Forks: 98

readbeyond/aeneas

aeneas is a Python/C library and a set of tools to automagically synchronize audio and text (aka forced alignment)

Language: Python - Size: 29.1 MB - Last synced: 25 days ago - Pushed: over 1 year ago - Stars: 2,388 - Forks: 212

ASSERT-KTH/STRAC

STRAC (Scalable Trace Comparison) http://arxiv.org/pdf/1910.03478

Language: Roff - Size: 27.4 MB - Last synced: 11 days ago - Pushed: 11 months ago - Stars: 5 - Forks: 0

mathquis/node-personal-wakeword

Personal wake word detector

Language: JavaScript - Size: 103 KB - Last synced: 14 days ago - Pushed: 10 months ago - Stars: 54 - Forks: 8

ozlemkayikcii/ImageProcessing_FabricDefectDetection

The target dataset is aligned to the reference dataset using a time series alignment method called "Dynamic Time Warping" (DTW).The One-Class classifier model was effectively utilized in accurately classifying defect-free and defective fabrics.

Language: Jupyter Notebook - Size: 13.4 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 0 - Forks: 0

DigitalBiomarkerDiscoveryPipeline/Pre-process Fork of GeetikaSi/Pre-process

Pre-processing methods for mHealth and wearables data.

Language: Python - Size: 31 MB - Last synced: 29 days ago - Pushed: 12 months ago - Stars: 15 - Forks: 1

statefb/dtwalign

Comprehensive dynamic time warping module for python

Language: Python - Size: 3.57 MB - Last synced: 9 days ago - Pushed: over 1 year ago - Stars: 103 - Forks: 21

eonu/sequentia

Scikit-Learn compatible HMM and DTW based sequence machine learning algorithms in Python.

Language: Python - Size: 43.6 MB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 58 - Forks: 7

kkartavenka/FastDtw.CSharp

FastDtw Implementation in C# focused on performance

Language: C# - Size: 71.3 KB - Last synced: 15 days ago - Pushed: about 1 year ago - Stars: 6 - Forks: 0

cjekel/similarity_measures

Quantify the difference between two arbitrary curves in space

Language: Jupyter Notebook - Size: 1.49 MB - Last synced: 23 days ago - Pushed: 6 months ago - Stars: 236 - Forks: 41

meinardmueller/synctoolbox

Sync Toolbox - Python package with reference implementations for efficient, robust, and accurate music synchronization based on dynamic time warping (DTW)

Language: Python - Size: 92.4 MB - Last synced: 27 days ago - Pushed: 5 months ago - Stars: 98 - Forks: 10

FL33TW00D/rustDTW

Python extension backed by a multi-threaded Rust implementation of Dynamic Time Warping (DTW).

Language: Rust - Size: 309 KB - Last synced: 8 days ago - Pushed: almost 3 years ago - Stars: 21 - Forks: 2

meinardmueller/libfmp

libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)

Language: Python - Size: 7.04 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 166 - Forks: 15

thangdnsf/Audio-command-recognition

Audio command recognition by DTW and classification

Language: Jupyter Notebook - Size: 78.6 MB - Last synced: about 2 months ago - Pushed: over 3 years ago - Stars: 7 - Forks: 1

cjekel/DTW_cpp

Dynamic Time Warping single header library for C++

Language: C++ - Size: 51.8 KB - Last synced: about 2 months ago - Pushed: about 3 years ago - Stars: 40 - Forks: 12

Jakob-Bach/FastTSDistances

An R package containing dissimilarity measures and aggregation functions for time series, plus cluster validity indices. Part of the code for the paper "Understanding the Effects of Temporal Energy-Data Aggregation on Clustering Quality".

Language: R - Size: 118 KB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 8 - Forks: 3

FarzadForuozanfar/Speech-Recognition

I recorded 10 voices with the same words from myself and compared them with another 10 words from another person. I was able to find a threshold level that acknowledges and recognizes my own voice.

Language: Jupyter Notebook - Size: 7.48 MB - Last synced: 2 days ago - Pushed: about 2 years ago - Stars: 25 - Forks: 0

SeyedMuhammadHosseinMousavi/BodyMotionClassification

Language: Python - Size: 4.64 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 1 - Forks: 0

cesarsotovalero/time-series-classification

A package for performing time series classification in Weka.

Language: HTML - Size: 702 KB - Last synced: 11 days ago - Pushed: 9 months ago - Stars: 11 - Forks: 2

zkan/dynamic-time-warping

Dynamic Time Warping code in C/C++

Language: C++ - Size: 98.6 KB - Last synced: 28 days ago - Pushed: almost 12 years ago - Stars: 21 - Forks: 10

hfawaz/aaltd18

Data augmentation using synthetic data for time series classification with deep residual networks

Language: Python - Size: 245 KB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 177 - Forks: 42

souaddev/Dynamic-time-warping-based-anomaly-detection-for-industrial-control-system

An approach for anomaly detection in Industrial Control Systems (ICS), using Water Treatment Dataset (SWaT). The implementation incorporates cutting-edge machine learning techniques, including Isolation Forest and Autoencoder models, augmented by Dynamic Time Warping (DTW) algorithm.

Language: Jupyter Notebook - Size: 523 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

hashim-vgr/dtw-showing-dynamic-lags

Dynamic Time Warping (DTW) to find dynamic lags between 2 time series

Language: C - Size: 45.9 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

lemire/lbimproved

Dynamic Time Warping (DTW) library implementing lower bounds (LB_Keogh, LB_Improved...)

Language: C++ - Size: 35.2 KB - Last synced: 2 days ago - Pushed: over 4 years ago - Stars: 109 - Forks: 24

Xenia101/KestroX

⌨️ Keystroke Dynamics open srouce library

Language: Python - Size: 4.88 KB - Last synced: 11 days ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 0

Matthieu-Gallet/PAZ_DTW_classification

Code for creating the dataset and evaluating the classification of cryospheric zones

Language: Python - Size: 375 KB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

robertocosta/vcr

Language: JavaScript - Size: 164 MB - Last synced: 5 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

GPrathap/OpenBCIPython Fork of openbci-archive/OpenBCI_Python

The Python software library designed to work with OpenBCI hardware.

Language: Python - Size: 37.6 MB - Last synced: 5 months ago - Pushed: over 6 years ago - Stars: 1 - Forks: 2

LPY1219/-number-recognition

对0-9的数字进行语音识别

Size: 19.6 MB - Last synced: 6 months ago - Pushed: about 2 years ago - Stars: 1 - Forks: 0

OzymandiasTheGreat/wakeword-zero Fork of mathquis/node-personal-wakeword 📦

Personal wake word detector, ported to TypeScript/WASM

Language: TypeScript - Size: 944 KB - Last synced: 11 days ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

hfawaz/bigdata18

Transfer learning for time series classification

Language: Python - Size: 3.57 MB - Last synced: 6 months ago - Pushed: almost 5 years ago - Stars: 369 - Forks: 68

UomoCaffeLatte/PyBasicDTW

DTW(Dynamic Time Warping) & Subsequence-DTW Python Module

Language: Python - Size: 71.3 KB - Last synced: 3 days ago - Pushed: over 1 year ago - Stars: 2 - Forks: 0

adelabbs/XAI4EO

Towards Explainable AI4EO: an explainable DL approach for crop type mapping using SITS

Language: Python - Size: 2.7 MB - Last synced: 3 months ago - Pushed: 10 months ago - Stars: 2 - Forks: 0

deepbrook/sparseDTW 📦

Python implementation of the SparseDTW algorithm

Language: Python - Size: 33.2 KB - Last synced: 7 months ago - Pushed: over 7 years ago - Stars: 12 - Forks: 5

DavideNardone/MTSS-Multivariate-Time-Series-Software

A GP-GPU/CPU Dynamic Time Warping (DTW) implementation for the analysis of Multivariate Time Series (MTS).

Language: Cuda - Size: 27.8 MB - Last synced: 7 months ago - Pushed: over 4 years ago - Stars: 39 - Forks: 9

Sherry-XLL/Digital-Recognition-DTW_HMM_GMM

10 digits recognition system based on DTW, HMM and GMM

Language: Python - Size: 15.9 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 19 - Forks: 4

LSmyrnaios/Bus-Trajectories-Classification

KNN classifier with DTW and LCSS algorithms

Language: Python - Size: 47.3 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 6 - Forks: 5

Balajirvp/Dynamic-Time-Warping

Leveraged Dynamic Time Warping (DTW) to assess the similarity between specific audio tracks

Language: Jupyter Notebook - Size: 29.1 MB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

dizcza/cdtw-python

The simplest Dynamic Time Warping in C with Python bindings

Language: Python - Size: 152 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 1

PetePrattis/automatic-speech-recognision-system-ASR

A python script that implements an automatic speech recognision system.

Language: Python - Size: 15.6 KB - Last synced: 8 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 0

Agrim9/Digit-Speech-Recognition

Speech Recognition: Digits

Language: Jupyter Notebook - Size: 43.8 MB - Last synced: 9 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 2

amitchone/ASR

A Python 2.7 implementation of Mel Frequency Cepstral Coefficients (MFCC) and Dynamic Time Warping (DTW) algorithms for Automated Speech Recognition (ASR).

Language: Python - Size: 13.6 MB - Last synced: 9 months ago - Pushed: about 6 years ago - Stars: 13 - Forks: 4

eug/dynamic-time-warping

Implementation of naïve and Sakoe-Chiba Dynamic Time Warping

Language: Python - Size: 327 KB - Last synced: 9 months ago - Pushed: almost 6 years ago - Stars: 4 - Forks: 4

heshanera/DTW

Dynamic Time Warping Algorithm can be used to measure similarity between 2 time series. Objective of the algorithm is to find the optimal global alignment between the two time series, by exploiting temporal distortions between the 2 time series.

Language: C++ - Size: 896 KB - Last synced: 9 months ago - Pushed: almost 6 years ago - Stars: 6 - Forks: 4

vitocuccovillo/dtw

A Dynamic Time Warping (DTW) implementation in Prolog language, used in my Artificial Intelligence project at University

Language: Prolog - Size: 2.93 KB - Last synced: 9 months ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0

FrancisArgnR/R-DTW-Clustering-TimeSeries

Brief guide to clustering time series in R

Size: 76.2 KB - Last synced: 9 months ago - Pushed: over 6 years ago - Stars: 2 - Forks: 1

AVJdataminer/DTW

Dynamic Time Warping model with hierarchical clustering

Language: HTML - Size: 237 KB - Last synced: 8 months ago - Pushed: over 5 years ago - Stars: 3 - Forks: 0

vivekmahato/mlots

mlots is python package that provides Machine Learning tools for Time-Series Classification.

Language: Jupyter Notebook - Size: 2.84 MB - Last synced: 10 days ago - Pushed: over 1 year ago - Stars: 11 - Forks: 0

jayshah19949596/American-Sign-Language-Recognition

Developed a program that lets users search dictionaries of American Sign Language (ASL), to look up the meaning of unknown signs using Dynamic Time Warping with custom features.

Language: Python - Size: 1.1 MB - Last synced: 5 months ago - Pushed: over 6 years ago - Stars: 2 - Forks: 0

BUAABIGSCity/PDFormer

[AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.

Language: Python - Size: 8.33 MB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 74 - Forks: 16

greyfin2707/Clustering

Clustering cryptocurrencies by closing price using TimeSeries KMeans and DTW.

Language: Jupyter Notebook - Size: 11.1 MB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1

flooxo/MagicWand-Gesture-recognition

Arduino/ESP32 3D gesture recognition with MPU6050 and DTW algorithm

Language: Java - Size: 1.51 MB - Last synced: 10 months ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 0

hosseindamavandi/Speech-Recognition-DTW

Speech Recognition Based on Dynamic Time Warping (DTW) Algorithm

Language: Jupyter Notebook - Size: 684 KB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 7 - Forks: 0

tudelft-cda-lab/malpaca-pub

Network behavior discovery and behavioral profile generation. https://link.springer.com/chapter/10.1007/978-3-030-62582-5_15

Language: Python - Size: 56.6 KB - Last synced: 7 months ago - Pushed: over 1 year ago - Stars: 4 - Forks: 1

keonlee9420/Soft-DTW-Loss

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

Language: Python - Size: 264 KB - Last synced: 12 months ago - Pushed: almost 3 years ago - Stars: 88 - Forks: 9

mkonopacka/HMM_DTW_v2

Code used to generate results for my thesis comparing Hidden Markov Models and Dynamic Time Warping as time series classification tools.

Language: Jupyter Notebook - Size: 26.4 MB - Last synced: 12 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

gaganbahga/dynamic_time_warping

dynamic time warping implemented in C++ with bindings in python

Language: C++ - Size: 22.5 KB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 3 - Forks: 3

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.

Language: Python - Size: 2.16 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

titu1994/dtw-numba

Implementation of Dynamic Time Warping algorithm with speed improvements based on Numba.

Language: Python - Size: 721 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 12 - Forks: 1

dmfolgado/tam

Time Alignment Measurement for Time Series

Language: Python - Size: 42.9 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 25 - Forks: 5

aishoot/DTWSpeech

A simple application of DTW Algorithm in isolate word speech recognition.

Language: Jupyter Notebook - Size: 648 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 13 - Forks: 6

zhengyima/DTW_Digital_Voice_Recognition

基于DTW与MFCC特征进行数字0-9的语音识别，DTW，MFCC，语音识别，中英数据，端点检测，Digital Voice Recognition。

Language: Python - Size: 6.26 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 28 - Forks: 4

EGjika/Time-Course-Gene-Expression-Data-in-R

The study presented here takes into consideration a dataset from this article regarding GARDIA Encystation. Article here: https://www.mdpi.com/2073-4425/12/12/1932

Language: HTML - Size: 13.5 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

ColsonZhang/ASR-SPN

基于spn网络构建的孤立词语音识别模型，训练前处理过程使用了端点检测、mfcc特征提取和编码压缩以及DTW对齐算法。

Language: Jupyter Notebook - Size: 2.52 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 3 - Forks: 1

ricardodeazambuja/DTW 📦

Dynamic Time Warping in Python / C (using ctypes)

Language: Jupyter Notebook - Size: 2.91 MB - Last synced: 7 months ago - Pushed: almost 3 years ago - Stars: 26 - Forks: 8

aafulei/matrix-profile-with-dtw

An academic project to introduce Dynamic Time Warping (DTW) distance into Matrix Profile.

Language: C++ - Size: 1.68 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 12 - Forks: 3

Rumeysakeskin/dtw-compare-audio-files

Compute the MFCCs and measure (dis)similarity between two audio files using DTW

Language: Python - Size: 1.95 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 4 - Forks: 0

jim-spyropoulos/Trajectory-Analysis-and-Classification-in-Python-Pandas-and-Scikit-Learn

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 trajectories as strings based on a Grid representation.Benchmarked KNN, Random Forest, Logistic Regression classification algorithms to classify efficiently trajectories.

Language: Python - Size: 23.8 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 41 - Forks: 16