pyts Demo
from pyts.classification import BOSSVS
from pyts.datasets import load_gunpoint
X_train, X_test, y_train, y_test = load_gunpoint(return_X_y = True)
clf = BOSSVS(window_size = 28)
clf.fit(X_train, y_train)
clf.score(X_test, y_test)
pyts 安装
$ pip install pyts
特征提取
Shapelet Transform
参考
- Time Series Classifification from Scratch with Deep Neural Networks: A Strong Baseline
- DTW & KNN
- BiGRU CNN
- LSTM Fully Convolutional Networks for Time Series Classification
- PyTS GitHub
- PyTS Doc