InfoQ Homepage Python Content on InfoQ
-
TensorFlow 2.1.0 Will Be the Last Version to Support Python 2
The TensorFlow project announced a release candidate for version 2.1.0. In addition to several improvements and bug fixes, this release will be the last version of the deep-learning framework to support Python 2.
-
PyTorch and TensorFlow: Which ML Framework is More Popular in Academia and Industry
An article that was recently published on the gradient is examining the current state of Machine Learning frameworks in 2019. The article is utilizing some metrics to argue the point that PyTorch is quickly becoming the dominant framework for research, whereas TensorFlow is the dominant framework for applications in the industry. In this article we will dive into their differences.
-
Microsoft Announces General Availability of Jupyter Notebooks Support for Cosmos DB
Recently Microsoft announced the general availability of Jupyter notebooks support for Cosmos DB, providing integrated support for running queries directly against all data models. As these notebooks run directly inside Cosmos DB; this allows for analyzing and visualizing the data directly from the Azure portal, without the need to extract the data.
-
Facebook Open-Sources Hydra to Simplify Configuration Management in Python Programs
Facebook Hydra is a new open-source framework aimed to speed up the creation of Python applications by simplifying the implementation of common functionality such as command-line argument handling, configuration management, and logging.
-
Python 2 End of Life Announced as January 1st 2020
After spreading the news at conferences, on the Python announcement list, and on countless blog posts and books, the Python Software Foundation has finally taken the step to formally announce Python 2 will reach end of life (EOL) on January 1st, 2019.
-
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.
-
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.
-
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).
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.
-
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.