InfoQ Homepage Python Content on InfoQ
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Microsoft Open-Sources TensorWatch AI Debugging Tool
Microsoft Research open-sourced TensorWatch, their debugging tool for AI and deep-learning. TensorWatch supports PyTorch as well as TensorFlow eager tensors, and allows developers to interactively debug training jobs in real-time via Jupyter notebooks, or to build their own custom UIs in Python.
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AWS Cloud Development Kit (CDK) Is Generally Available, Enhancing Coding Cloud Infrastructure
Recently, Amazin announced the general availability of the AWS Cloud Development Kit (CDK), an extensible open-source software development framework allowing developers to model and provision their cloud infrastructure using familiar programming languages.
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Facebook PyRobot Aims to Make Robot Programming Easier
According to Facebook, PyRobot will allow developers to get up and running with a robot quickly thanks to it providing a higher-level abstraction on top of the robot operating system (ROS).
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QCon NY (Jun 24-28): New Talks, a Focus on the Skills That Matter & Why You Should Join Us This Year
In the recent Stack Overflow 9th annual survey of over 90,000 software developers, we learned that non-development work remains a productivity challenge for software managers and leaders. At QCon New York, the conference for senior software developers, we have many sessions to help you learn how others have overcome those challenges.
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Google Announces Cloud Code: Extending IntelliJ and Visual Studio Code to Kubernetes Apps
Recently at Google Cloud Next 2019, Google introduced a new developer tool called Cloud Code. With Cloud Code, developers will get a set of plugins for development environments like JetBrains IntelliJ Idea IDE and Microsoft's Visual Studio Code editor.
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How the Sequence of Characters in a Name Can Predict Race and Ethnicity
Gaurav Sood, Principal Data Scientist at Microsoft, recently spoke at the AnacondaCon 2019 Conference on how to use the sequence of characters in a person's name to predict that person's race and ethnicity, using machine learning techniques.
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On the road to Python 3.8: Assignment Expressions, Merging typed_ast and Multiprocessing Improvement
The first two deployments of the Python 3.8 development branch were released this month, on the road to releasing the final version later this year. The fastest growing programming language as measured by Stack Overflow is starting development on the next major version a few months after 3.8 was released in June 2018. In this news article we will see the major features in this new version to date.
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Microsoft Announces a Public Preview of Python Support for Azure Functions
At the recent Connect() event, Microsoft announced the public preview of Python support in Azure Functions. Developers can build functions using Python 3.6, based upon the open-source Functions 2.0 runtime and publish them to a Consumption plan.
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Facebook Releases PyTorch 1.0 Preview, with Google, AWS and Microsoft Azure Integrations
At a recent PyTorch developer conference in San Francisco, Facebook released a developer preview version of PyTorch 1.0. PyTorch is an open source, deep learning framework used to reduce friction in taking research projects to production. In this release, many investments have been made by public cloud and hardware companies to better support the PyTorch ecosystem.
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Introducing EmoPy: An Open Source Toolkit for Facial Expression Recognition
In a recent blog post, Angelica Perez shared information about a new open source project for an interactive film experience. The project is called EmoPy and focuses on Facial Expression Recognition (FER) by providing a toolkit that allows developers to accurately predict emotions based upon images passed to the service.
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Google Releases App Engine Second Generation Runtime Supporting Python 3.7 and PHP 7.2 Support
Google Cloud recently announced the release of its Second Generation App Engine standard runtimes, an upgrade to the web framework and cloud computing platform for building apps. This update allows users to run their web apps with up-to-date versions of popular languages, frameworks and libraries, including the Python 3.7 and PHP 7.2 libraries.
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QCon New York 2018: Better Developer Experience at Netflix: Polyglot and Containers
Mike McGarr, manager of developer productivity at Netflix, recently presented Better DexEx at Netflix: Polyglot and Containers at QCon New York 2018. He described how Netflix evolved from operating as a Java shop to supporting developer tools built with multiple languages. This has ultimately provided a better development experience. McGarr spoke to InfoQ about centralized teams at Netflix.
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Pymetrics Open-Sources Fairness-Aware Machine Learning Algorithms
Pymetrics, an AI start-up that specializes in providing recruitment services for organizations, has recently open-sourced their bias detection algorithms on Github. The tool, also known as Audit AI, is used to mitigate discriminatory patterns that exist within training data sets which influence or improve the probability of a population being selected by a machine learning algorithm.
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Google Cirq: a Python Open Source Library for Quantum Computing
Cirq aims to make it easier to write, manipulate, and optimize quantum algorithms for noisy intermediate scale quantum (NISQ) computers. Cirq also enables the execution of those programs on a local simulator and is designed to support future quantum hardware and quantum cloud processors.
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Studio 3T: SQL Exploration for MongoDB
Studio 3T offers an SQL-based user interface for MongoDB. This includes in-place data editing, query performance information, and a SQL to code converter for JavaScript (node.JS), Java, Python, and C#.