Since data science tasks like forecasting is important to organizations, Facebook decided to open-source Prophet, its forecasting tool available in Python and R. Prophet is for forecasting time series data, and it was open-sourced by Facebook’s Core Data Science team. Prophet is optimized for business forecast tasks that the Facebook team encountered, which typically include … continue reading
Google wants developers to keep things in perspective. The company has announced a new API designed to help improve online conversations. The Perspective API uses machine learning to score the perceived impact of a comment. Developers can use that score to provide real-time feedback, help moderators, or enable readers to find relevant context, according to … continue reading
Microsoft’s TypeScript team presented the latest release of TypeScript 2.2 this week, with new features and quick fixes to improve the TypeScript experience. With TypeScript 2.2 comes more improvements to the editor, including code actions, which can guide developers in fixing up errors. This includes adding missing imports, adding missing properties, and removing unused declarations. … continue reading
In the U.K., one would not wish to be called a spanner: the term refers to a wrench, and is also used to denote a person whose intelligence nears that of a wrench. In the cloud, however, Spanner means a feat of engineering. Google’s recently announced open beta of the Spanner database within its Google … continue reading
Netflix is giving the open-source community a new user-focused security approach with the introduction of Stethoscope. According to Netflix, a user-focused security approach realizes that attacks against businesses are the primary cause of security breaches. Stethoscope is designed to collect user information and provide recommendations to secure their systems. “If we provide employees with focused, … continue reading
Google is introducing a tool designed to help developers debug machine learning models in TensorFlow. TensorFlow Debugger aims to provide visibility into the internal structure and state of TensorFlow graphs. According to the team, compared to other debugging options, TensorFlow Debugger requires fewer lines of code, provides more graph coverage, and offers a more interactive … continue reading
The Go programming language was updated to version 1.8 yesterday. This release is headlined by performance improvements in the compiler and linker, which yield compilation speedups on all platforms. A major focus of Go has always been real-time performance, allowing applications to speed along without the need for lengthy garbage collection pauses. Go 1.8 is … continue reading
Google wants to show developers what Project Magenta can do with its new interactive experiment A.I. Duet. The company launched Magenta into the open-source community last year as a way for developers to explore music with neural nets. A.I. Duet is designed to let users play a duet with their computers. “Just play some notes, … continue reading
Stuck on how to get started building a financial services app? The Google Play/Finance team shared some tips this week on how to build high-quality and accessible financial services apps, featuring a six-step guide for making these apps accessible in the Google Play store. One tip in the guide is to test and iterate the … continue reading
Google has released version 1.0 of TensorFlow, its open-source framework for scalable machine learning. The big highlights of this release were announced at Google’s TensorFlow Dev Summit in Mountain View, Calif., with a focus on artificial intelligence and artificial neural networks. According to its release notes, version 1.0 includes experimental XLA, which is a domain-specific … continue reading
Google wants to provide a consistent and scalable global database service that can keep pace with business. The company announced the public beta of Cloud Spanner, designed to be a no-compromise relational database service. (Related: Release processes are the biggest bottleneck for IT organizations) Cloud Spanner features ACID transactions, relational schemas, schema changes without downtime, SQL … continue reading
Google has announced the second developer preview of Android Things, the company’s Internet of Things solution for building connected devices with Android. The latest preview includes new features and bug fixes. “Now any Android developer can quickly build a smart device using Android APIs and Google services, while staying highly secure with updates direct from … continue reading
