This is Pytorch implementation of a 1D-CNN Time-series classification model InceptionTime
I test my code with the environment below:
python == 3.5
pytorch == 1.1.0
scikit-learn == 0.21.3
His results on 128 UCR datasets can be found at here
The Accuracy comparison on UCR 128 datasets with one time run of our code is below image
Some datasets' results are significantly different—the difference between data preprocessing causes that.
For example, for PLAID dataset, the author used a z-normalized PLAID dataset, but we keep the original from the UCR archive.
