WenjieDu / PyPOTS

A Python toolkit/library for reality-centric machine/deep learning and data mining on partially-observed time series, including SOTA neural network models for scientific analysis tasks of imputation/classification/clustering/forecasting/anomaly detection/cleaning on incomplete industrial (irregularly-sampled) multivariate TS with NaN missing values
https://pypots.com
BSD 3-Clause "New" or "Revised" License
1.1k stars 108 forks source link

Add FITS imputation model and update docs #531

Closed WenjieDu closed 1 month ago

WenjieDu commented 1 month ago

What does this PR do?

  1. fixing #519;
  2. updating the docs;

Before submitting

coveralls commented 1 month ago

Pull Request Test Coverage Report for Build 11056787314

Details


Changes Missing Coverage Covered Lines Changed/Added Lines %
pypots/imputation/fits/core.py 30 32 93.75%
pypots/imputation/fits/model.py 64 67 95.52%
pypots/nn/modules/fits/backbone.py 26 32 81.25%
<!-- Total: 133 144 92.36% -->
Files with Coverage Reduction New Missed Lines %
pypots/imputation/gpvae/model.py 1 86.21%
<!-- Total: 1 -->
Totals Coverage Status
Change from base Build 11046405623: 0.1%
Covered Lines: 11329
Relevant Lines: 13577

💛 - Coveralls