Timeseries Saliency Maps
Cross-domain saliency maps library for time-series model explanation in PyTorch and TensorFlow.
Library implementing cross-domain saliency maps for time-series model explainability in PyTorch and TensorFlow. Supports time, frequency, and ICA domains via invertible differentiable transforms. Requires no model retraining; extensible to custom transforms. Pip-installable with ready-to-run notebooks.
PyTorchTensorFlowTime SeriesWearable
- Technical
- Source code: Lab Github
- Last commit: 2025-09-16
The Embedded Systems Laboratory (ESL) is part of the Institute of Electrical Engineering at EPFL, and focuses on the definition of system-level multi-objective design methods, optimization methodologies and tools for high-performance embedded systems and nano-scale Multi-Processor System-on-Chip (MPSoC) architectures targeting the Internet-of-Things (IoT) Era.
This page was last edited on 2026-03-03.
This page was last edited on 2026-03-03.