Microsoft launched a new open source site, which features aims to help people get involved, explore projects and join the ecosystem.<\/p>\n
The site also offers near real-time view of things that are happening across Microsofts projects on GitHub.<\/p>\n
In addition, the site highlights Microsofts open-source projects such as Accessibility Insights, PowerToys and Windows Terminal.<\/p>\n
More information is available here.<\/p>\n
TensorFlow Recorder releasedGoogle announced that it open sourced the TensorFlow Recorder last week to make it possible for data scientists, engineers, or AI\/ML engineers to create image-based TFRecords with just a few lines of code.<\/p>\n
Before TFRecorder, users would have had to write a data pipeline that parsed their structured data, loaded images from storage, and serialized the results into the TFRecord format. Now, TFRecorder allows users to write TFRecords directly from a Pandas dataframe or CSV without writing any complicated code, according to Google in a post.<\/p>\n
Data loading performance can be further improved by implementing prefetching and parallel interleave along with using the TFRecord format.<\/p>\n
Stackery brings serverless to the JamstackStackery announced that it added the website resource to simplify the build process for static site generators like Gatsby.<\/p>\n
This automates a lot of machinery within AWS to retrieve application source and build it with references to external sources, including: AWS Cognito Pools, GraphQL APIs, Aurora MySQL databases, and third-party SaaS services like GraphCMS.<\/p>\n
The combination of JAMstack and serverless allows for powerful, scalable, and relatively secure applications which require very little overhead and low initial cost to build, Stackery wrote in a post.<\/p>\n
Visual Studio Code updateVisual Studio Code version 1.48 includes updates such as Settings Sync now available for preview in stable, an updated Extensions view menu, and a refactored overflow menu for Git in the Source Control view.<\/p>\n
It also includes the option to publish to a public or private GitHub repository and to debug within the browser without writing a launch configuration.<\/p>\n
Preview features are not ready for release but are functional enough to use, Microsoft wrote in a post that contains additional details on the new release.<\/p>\n
Source dependency reporting in Visual Studio 2019 16.7The new switch for the compiler toolset enables the compiler to generate a source-level dependency report for any given translation unit it compiles.<\/p>\n
Additionally, the use of \/sourceDependencies is not limited only to C++, it can also be used in translation units compiled as C. The switch is designed to be used with multiple files and scenarios under \/MP, according to Microsoft in a post.<\/p>\n
C++20 demands a lot more from the ecosystem than ever before. With C++20 Modules on the horizon the compiler needs to work closely with project systems in order to provide rich information for build dependency gathering and making iterative builds faster for inner-loop development, Microsoft stated.<\/p>\n
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