diff --git a/README.rst b/README.rst index 14a98c1..4bc2d0b 100644 --- a/README.rst +++ b/README.rst @@ -9,18 +9,10 @@ Introduction ------------------- -``CR-Wavelets`` is a Python library that enables efficiently solving -a wide variety of sparse representation based signal processing problems. -It is a cohesive collection of sub-libraries working together. Individual -sub-libraries provide functionalities for: -wavelets, linear operators, greedy and convex optimization -based sparse recovery algorithms, subspace clustering, -standard signal processing transforms, -and linear algebra subroutines for solving sparse linear systems. -It has been built using `Google JAX `_, -which enables the same high level -Python code to get efficiently compiled on CPU, GPU and TPU architectures -using `XLA `_. +``CR-Wavelets`` is a port of `PyWavelets` for +`Google JAX `_. +It enables running Wavelet decomposition and reconstruction +algorithms on GPU and TPU hardware. For detailed documentation and usage, please visit `online docs `_. @@ -43,7 +35,7 @@ Supported Platforms ``CR-Wavelets`` can run on any platform supported by ``JAX``. We have tested ``CR-Wavelets`` on Mac and Linux platforms and Google Colaboratory. -* The latest code in the library has been tested against JAX 0.3.14. +* The latest code in the library has been tested against JAX 0.4. ``JAX`` is not officially supported on Windows platforms at the moment. Although, it is possible to build it from source using Windows Subsystems for Linux.