ChangWeiTan/FastWWSearch
This work focused on fast searching for the best warping window for Dynamic Time Warping and Time Series Classification
This project helps data scientists and machine learning engineers quickly find the best 'warping window' when comparing time series data using Dynamic Time Warping (DTW). You input a time series dataset, and it outputs an optimized warping window, improving the accuracy and efficiency of time series classification tasks. This is for professionals working with sequential data who need to classify or match patterns effectively.
No commits in the last 6 months.
Use this if you need to rapidly identify the optimal Dynamic Time Warping window for accurate time series classification across various datasets.
Not ideal if you are looking for a general-purpose time series analysis library rather than a specialized tool for DTW window optimization.
Stars
9
Forks
6
Language
Java
License
GPL-3.0
Category
Last pushed
Jun 07, 2018
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/ChangWeiTan/FastWWSearch"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
lmcinnes/umap
Uniform Manifold Approximation and Projection
pyRiemann/pyRiemann
Machine learning for multivariate data through the Riemannian geometry of positive definite...
geomstats/geomstats
Computations and statistics on manifolds with geometric structures.
higra/Higra
Hierarchical Graph Analysis
pavlin-policar/openTSNE
Extensible, parallel implementations of t-SNE