Netflix's goal is to predict what you want to watch before you watch it. They do this by running a number of machine learning (ML) workflows every day. Meson is a workflow orchestration and scheduling framework that manages the lifecycle of all these machine learning pipelines that build, train and validate personalization algorithms to help with the video recommendations.
Today OpenAI, a non-profit artificial intelligence research company founded by InfoSys and Amazon Web Services, announced a beta for OpenAI Gym. Gym is a Python based toolkit for developing and comparing reinforcement learning (RL) algorithms offered under the MIT license.
Today at GraphConnect Europe 2016, Neo Technology announced the release of Neo4j 3.0, which includes a new binary protocol for transmitting data between server and client, and a new set of standardised drivers for interacting with the database, along with stored procedure support and higher performance and capacity. InfoQ spoke to Neo Technology to find out more.
JetBrains has announced version 2016.1 of CLion, its cross-platform IDE that targets both Linux and OS X. The new version adds many improvements to C++ support, code generation, Python and Swift support, and better Git integration.
Brett Cannon, who is currently in charge of Python's development process, has announced on Python core workflow mailing list that Python will be moving to GitHub. InfoQ has spoken with Brett Cannon to learn more about the benefits that this decision should bring, what the next steps are in the process, and other relevant details.
PyPy 4.0 is a new major version of Python Just-in-Time compiler, bringing many new features, such as SIMD vectorization support, warmup time improvements, and improvements to Numpy. PyPy claims to be more than six times faster than CPython.
The Python Software Foundation has announced new features expected in Python 3.5. Core developer Benjamin Petersen details new syntax features, new library modules, new built-in features and significantly improved library features.
Python 3.5 will add support for coroutines with async and await syntax, according to Python Enhancement Proposal (PEP) #0492. The proposal aims at making coroutines a native Python language feature and to "establish a common, easily approachable, mental model of asynchronous programming."
Microsoft has announced that they are restructuring the way they sell Visual Studio. Starting with VS 2015, there will only be three main SKUs or editions: Community, Professional w/MSDN, and Enterprise w/MSDN. The most expensive edition will cost you 5,999 for the first year, less than half the cost of VS 2013 Ultimate Edition.
Package Management for Python Tools for Visual Studio Microsoft is continuing its efforts to support Python in Visual Studio. Still in beta, Python Tools for Visual Studio 2.2 (PTVS) brings more of the standard features found in other VS supported languages such as C# and VB including code snippets, an auto watch window, and package management.
Exercism.io helps developers to increases their craftsmanship in a language through feedback and discussion. It’s a community and tool where developers can write code and discuss it to strengthen their problem-solving skills. InfoQ did an interview with the creator of exercism Katrina Owen and with Richard Thomson who contributed the C++ language track for exercism.
It took the Django Software Foundation nearly one year, but finally Django 1.7 is here. This is the biggest Django release since Django 1.0, featuring "a new app loading framework, a new check framework, many improvements to query construction, and most importantly - Migrations", a new built-in database migration system.
Microsoft continues to polish their powerful (and open source) Python Tools for Visual Studio package, which turns their famous IDE into a powerful Python development environment. This plugin does support the Web and Desktop Express editions of VS2013.
Guido van Rossum, best known as designer of the Python programming language, recently sent out a proposal on the python-ideas mailing list for adding type annotations to Python function declarations. The proposal aims at bringing to Python the benefits provided by static typing without changing Python's dynamic typing nature and interpreter behaviour.
At the last Google I/O Google has introduced a new Gmail API aiming at "giving developers flexible, RESTful access to the user's inbox, with a natural interface to Threads, Messages, Labels, Drafts, and History", and bringing developers multiple benefits over IMAP, says Google.