InfoQ Homepage Frameworks Content on InfoQ
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Microsoft's New Simulation Framework FLUTE Accelerates Federated Learning Algorithm Development
Microsoft Research has recently released Federated Learning Utilities and Tools for Experimentation (FLUTE), a new simulation framework to accelerate federated learning ML algorithm development. The main goal of federated learning is to train complex machine-learning models over massive amounts of data without the need to share that data in a centralized location.
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Waymo Releases Block-NeRF 3D View Synthesis Deep-Learning Model
Waymo released a ground-breaking deep-learning model called Block-NeRF for large-scale 3D world-view synthesis reconstructed from images collected by its self-driving cars. NeRF has the ability to encode surface and volume representation in neural networks.
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Micronaut 3.0 Delivers Significant Changes Adaptable for Future Development
Object Computing, Inc. has released Micronaut 3.0 featuring the removal of a default reactive streams implementation, a change in annotation inheritance, and HTTP compile-time validation. This release was a culmination of work to resolve design faults of the past to make the framework more intuitive and adaptable to future requirements.
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How Quantifying Information Leakage Helps to Protect Systems
Information leakage happens when observable information can be correlated with a secret. Secrets such as passwords, medical diagnosis, locations, or financial data uphold a lot of our world, and there are many types of information, like error messages or electrical consumption patterns, that can give hints to these secrets.
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Server-Rendered Web Applications in Deno with Aleph.js
Aleph.js, a React framework for server-rendered applications in Deno, is now available through an alpha release. Aleph makes many of Next.js’ core features available in Deno environments: zero-config server-side rendering, static site generation, file-system and API routing, and more. Aleph uses the standard EcmaScript Modules (ESM) import syntax and does not need a bundler in development.
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Ionic's Stencil Component Compiler Design Considerations -- Adam Bradley at DotJS2019
Adam Bradley, creator of StencilJS and co-creator of Ionic Framework, reviewed at dotjs2019 the design and architecture that went into Stencil, a component compiler which generates framework agnostic components.
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Material-UI 4.9 Release Improves Support for Material Design Specification
Material-UI, a React UI framework, recently released version 4.9.0 with dozens of improvements to UI components and better alignment with the Material Design specification. This release added or resolved inconsistencies with hover across several key UI components including the IconButton, ListItem, and TableRow. The release resolves dozens of smaller inconsistencies and makes refinements.
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New Features and Design Principles of Vue 3.0 - Evan You at VueConf Toronto
With the major iteration of the Vue.js framework scheduled for Q1 2020, Evan You, creator and project lead of Vue.js, discussed in detail at VueConf Toronto the design principles behind Vue 3, together with the latest additions to the new release.
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LG Releases New Hyperparameter Optimization Framework Called Auptimizer
Scientists at LG’s Advanced AI division released Auptimizer, an open-source framework for hyperparameter optimization of machine learning models. The software focuses on job distribution, scheduling and bookkeeping associated with performing hyperparameter optimization at scale, relying on existing packages for optimization algorithms.
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Microsoft Showcases Fluid Framework, a Web-Based Platform for Collaborative Document Creation
Microsoft recently announced its new Fluid Framework at its annual Build developers conference. Fluid Framework is a developer platform designed to let developers build highly-collaborative interactive services and applications on the web.
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Apple Announces Declarative SwiftUI Framework for Leaner, Faster, Interactive App Development
Apple recently announced at WWDC 2019 the SwiftUI framework for application development across the iOS, macOS, tvOS, and watchOS platforms. SwiftUI relies on a declarative UI programming paradigm, aiming to drastically increase developer productivity and reduce lines of code. Moreover, SwiftUI features an XCode interactive development experience, displaying in real-time the result of their code.
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Google Releases New Java Logging Framework
Google announced the release of a new open-source Java logging framework called Flogger that improves upon existing logging frameworks by reducing the cost of disabled log statements, increasing overall readability, and allowing extensibility.
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React 16.8 Releases React Hooks: Reusable and Composable Logic in React Components
The React team recently released React 16.8 featuring React Hooks. Hooks encapsulate impure logic (such as state, or effects) with a functional syntax that allow hooks to be reused, composed, and tested independently. Developers may additionally define their own Hooks by composition with the predefined Hooks shipped with React 16.8.
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Facebook Open-Sources PyText NLP Modeling Framework
Facebook AI Research is open-sourcing PyText, a natural-language-processing (NLP) modeling framework that is used in the Portal video-calling device and M Suggestions in Facebook Messenger.
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Uber Announces Open Source Fusion.js Framework
Uber Announces Fusion.js, an open source "Plugin-based Universal Web Framework." Uber builds hundreds of web-based applications, and with web technologies changing quickly and best practices continually evolving, it is a challenge to have hundreds of web engineers leverage modern language features while staying current with the dynamic nature of the web platform.