Scalability and Performance
Stumpy offers both CPU and GPU computing, making it scalable and performant. It has minimal dependencies and can handle data sizes up to 2 million data points on modern hardware. For larger datasets, distributed computing or GPUs are recommended. Stumpy also offers downsampling and approximate matrix profile options for efficient analysis.In this clip
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Data Skeptic
Matrix Profiles in Stumpy
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