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 TEFN and implement it as an imputation model #507

Closed WenjieDu closed 2 months ago

WenjieDu commented 2 months ago

What does this PR do?

  1. fixing #506;

Before submitting

coveralls commented 2 months ago

Pull Request Test Coverage Report for Build 10769470955

Details


Changes Missing Coverage Covered Lines Changed/Added Lines %
pypots/imputation/tefn/model.py 61 64 95.31%
<!-- Total: 129 132 97.73% -->
Files with Coverage Reduction New Missed Lines %
pypots/imputation/csdi/model.py 1 84.85%
pypots/classification/base.py 1 74.77%
pypots/clustering/vader/model.py 1 85.43%
<!-- Total: 3 -->
Totals Coverage Status
Change from base Build 10695140728: 0.2%
Covered Lines: 11261
Relevant Lines: 13523

💛 - Coveralls