Will Handley's Research Group
Official@handley-lab · University of Cambridge
High-performance JAX-native wavelet transform implementations for stationary, discrete, and continuous signal processing and numerical analysis.
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Frequently Asked Questions About Will Handley's Research Group
FAQPage SchemaWhat specific signal processing tasks does jaxwavelets enable?▼
The library enables the execution of discrete, stationary, and continuous wavelet transforms directly on input arrays. It is designed for researchers and engineers requiring high-performance signal decomposition and multi-resolution analysis within numerical computing environments.
Who is the target persona for this library?▼
The target persona includes computational scientists, physicists, and data engineers working on signal processing, time-series analysis, or image denoising. It is specifically intended for users who require hardware-accelerated mathematical operations for complex wavelet-based transformations.
What are the prerequisites for running jaxwavelets?▼
Users must have a functional environment with JAX installed, as the library relies on JAX-native primitives for execution. It is designed to run on systems supporting standard numerical computing stacks, leveraging GPU or TPU acceleration for intensive transform operations.