Stars
A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.
jorge-pessoa / pytorch-msssim
Forked from Po-Hsun-Su/pytorch-ssimPyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss
FastDTW- Dynamic Time Warping (DTW) with a linear time and memory complexity
Time series distances: Dynamic Time Warping (fast DTW implementation in C)
A list of openly available datasets in (mostly human) electrophysiology.
An integrated approach to mining bursty timeseries monitoring data.
Resources about solar power systems for data science
This repository contains the time series segmentation benchmark (TSSB).
A library providing FFI access to fast Ramer–Douglas–Peucker and Visvalingam-Whyatt line simplification algorithms
fit piecewise linear data for a specified number of line segments
Very fast Python line simplification using either the RDP or Visvalingam-Whyatt algorithm implemented in Rust
Persistence1D is a class for finding local extrema and their persistence in one-dimensional data.
Error-bounded Lossy Data Compressor (for floating-point/integer datasets)
Collection of several downsampling methods for time series visualisation purposes.
The Time Series Data Library (TSDL) was created by Rob Hyndman, Professor of Statistics at Monash University, Australia.