Why is the Keras 3 Release a Big Deal for the Deep Learning Community?

Chart depicting use of different machine learning frameworks

The Keras package is an open-source library that provides a Python interface for deep learning. Keras is intended to be a user-friendly, modular, and extensible way to enable fast experimentation with deep neural networks. With Keras version 3, the package provides APIs for using three backends: TensorFlow, Jax, and PyTorch.

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AWIPS Tips: Using the Text Workstation

AWIPS Tips

Welcome back to AWIPS Tips!

This week we are going to look at how to display a variety of text products generated by Warning Forecast Offices and are available in our AWIPS database. This functionality is new for our release of CAVE and did not previously work in v18.

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NetCDF operators (NCO) version 5.2.4

Version 5.2.4 of the netCDF Operators (NCO) has been released. NCO is an Open Source package that consists of a dozen standalone, command-line programs that take netCDF files as input, then operate (e.g., derive new data, average, print, hyperslab, manipulate metadata) and output the results to screen or files in text, binary, or netCDF formats.

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NetCDF operators (NCO) version 5.2.3

Version 5.2.3 of the netCDF Operators (NCO) has been released. NCO is an Open Source package that consists of a dozen standalone, command-line programs that take netCDF files as input, then operate (e.g., derive new data, average, print, hyperslab, manipulate metadata) and output the results to screen or files in text, binary, or netCDF formats.

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AWIPS Tips: Upcoming CentOS7 End of Life

AWIPS Tips

Welcome back to AWIPS Tips!

The AWIPS software was originally developed to run on the RedHat Enterprise Linux (RHEL) operating system. RHEL is not free to use, and because of that NSF Unidata has historically used CentOS as our RHEL operating system of choice.

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News and information from the Unidata Program Center
News@Unidata
News and information from the Unidata Program Center

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