dynamic-time-warping 开源项目推荐（179 个）

tslearn-team /tslearn

The machine learning toolkit for time series analysis in Python

wannesm /dtaidistance

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

nickgillian /grt

手势识别工具包

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

Python implementation of KNN and DTW classification algorithm

Maghoumi /pytorch-softdtw-cuda

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

mblondel /soft-dtw

Python implementation of soft-DTW.

hfawaz /bigdata18

Transfer learning for time series classification

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

cjekel /similarity_measures

Quantify the difference between two arbitrary curves in space

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.

hfawaz /aaltd18

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

keonlee9420 /Soft-DTW-Loss

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

google-research /soft-dtw-divergences

An implementation of soft-DTW divergences.

baggepinnen /DynamicAxisWarping.jl

在Julia中，以Julia速度进行动态时间扭曲（DTW）及相关算法

lyprince /sdtw_pytorch

Implementation of soft dynamic time warping in pytorch

stefantaubert /mel-cepstral-distance

A Python library for computing the Mel-Cepstral Distance (Mel-Cepstral Distortion, MCD) between two inputs. This implementation is based on the method proposed by Robert F. Kubichek in "Mel-Cepstral Distance Measure for Objective Speech Quality Assessment".

eonu /sequentia

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

cjekel /DTW_cpp

Dynamic Time Warping single header library for C++

GordonLesti /dynamic-time-warping

Dynamic time warping for JavaScript

derohde /Fred

A fast, scalable and light-weight C++ Fréchet and DTW distance library, exposed to python and focused on clustering of polygonal curves.