dtaidistance
Time series distance library
A library that implements a fast and efficient distance measure for time series data
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
1k stars
28 watching
185 forks
Language: Python
last commit: 28 days ago
Linked from 1 awesome list
cclusteringdistance-measuredtwdynamic-time-warpingpythontimeseries
josephmisiti/awesome-machine-learningRelated projects:
| Repository | Description | Stars |
|---|---|---|
 src-d/wmd-relax | Calculates distances between documents based on word embeddings | 460 |
 hfawaz/dl-4-tsc | This project provides a framework for evaluating and comparing different deep learning architectures for time series classification tasks. | 1,558 |
 rwxrob/dtime | Provides date and time formatting functions with support for common intervals | 5 |
 opennms/newts | A distributed time-series data store built on top of Apache Cassandra, optimized for high throughput and efficient storage and retrieval. | 194 |
 dysonance/temporal.jl | A package providing an efficient and flexible time series class in Julia. | 101 |
 vwmaus/dtwsat | An R package providing a method to analyze satellite image time series by leveraging Time-Weighted Dynamic Time Warping and a 1 Nearest-Neighbor classifier for land use mapping. | 1 |
 mkusner/wmd | Calculates a measure of document similarity based on word embeddings | 538 |
 oetiker/rrdtool-1.x | Tool for storing and analyzing time-series data efficiently. | 1,016 |
 kdd-opensource/deepadots | A benchmarking pipeline for evaluating anomaly detection methods on time series data using deep learning algorithms | 566 |
 shawshank-smile/pytsda-tdengine | An end-to-end time series data analysis system with integrated machine learning and deep learning capabilities | 23 |
 turnerj/quickenshtein | A high-performance Levenshtein Distance calculator with SIMD and threading support. | 284 |
 rjt1990/pyflux | A comprehensive time series modeling library with various statistical models and inference methods. | 2,111 |
 wuttem/cattledb | A high-performance time-series data store for BigTable | 1 |
| rjt1990/pydata2016-sanfrancisco | An analysis of time series methods using PyFlux library and incorporating NFL prediction model. | 23 |
 cauchyturing/ucr_time_series_classification_deep_learning_baseline | Developing and evaluating deep learning models for time series classification with a focus on interpretability and deployability. | 677 |