Comprehensive DTW package which enables partial mathing and has various constraint options
Project description
Comprehensive dynamic time warping module for python.
Features
Fast computation by [Numba](https://numba.pydata.org)
Local constraint (step pattern)
Global constraint (windowing)
Alignment path visualization
Reference
Sakoe, H.; Chiba, S., Dynamic programming algorithm optimization for spoken word recognition, Acoustics, Speech, and Signal Processing
Paolo Tormene, Toni Giorgino, Silvana Quaglini, Mario Stefanelli (2008). Matching Incomplete Time Series with Dynamic Time Warping: An Algorithm and an Application to Post-Stroke Rehabilitation. Artificial Intelligence in Medicine, 45(1), 11-34.
Toni Giorgino (2009). Computing and Visualizing Dynamic Time Warping Alignments in R: The dtw Package. Journal of Statistical Software, 31(7), 1-24.
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
File details
Details for the file dtwalign-0.1.1.tar.gz.
File metadata
- Download URL: dtwalign-0.1.1.tar.gz
- Upload date:
- Size: 10.7 kB
- Tags: Source
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.11.1
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | 1fc7b60dc7695efa094222d550d3a39dc256b8fdfe562811f2fb1378fca154a2 |
|
| MD5 | 48c026d9fa27bc484edf385a10e7f87a |
|
| BLAKE2b-256 | 5f6b814cf71698c4576eff3b40b4fbb7c878c3c4565c6be12bb02a4a8fe90a07 |
File details
Details for the file dtwalign-0.1.1-py3-none-any.whl.
File metadata
- Download URL: dtwalign-0.1.1-py3-none-any.whl
- Upload date:
- Size: 12.9 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? No
- Uploaded via: twine/4.0.1 CPython/3.11.1
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | af213f33bce3e020f7ff24ccad44cc06731214e2580e922747ca8b8484f1c9c8 |
|
| MD5 | 25a6435c49c5201f89f804c948e6c26a |
|
| BLAKE2b-256 | 64158d8a8e525b96d3c9a35456a88d6403d0267424bb1bf74821909810933f0b |
