Deep Learning, NLP, NMT, AI, ML
Editor’s note: All papers referenced here represent collaborations throughout Microsoft and across academia and industry that include authors who contribute to Aether, the Microsoft internal advisory body for AI Ethics and Effects in Engineering and Research.
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If you’re working with geospatial data in Python, then you might want to quickly visualize that data on a map. Python’s Folium library gives you access to the mapping strengths of the Leaflet JavaScript library through a Python API. It allows you to create interactive geographic visualizations that you can share as a website. You’ll build the web map shown below, which displays the ecological footprint per capita of many countries and is based on a similar map on Wikipedia. […]
Read moreWelcome to Research Focus, a new series of blog posts that highlights notable publications, events, code/datasets, new hires and other milestones from across the research community at Microsoft. In this article High-throughput ab initio reaction mechanism exploration in the cloud with automated multi-reference validation Jan P. Unsleber, Hongbin Liu, Leopold Talirz, Thomas Weymuth, Maximilian Mörchen, Adam Grofe, To finish reading, please visit source site
Read moreThe terminal can be intimidating to work with when you’re used to working with graphical user interfaces. However, it’s an important tool that you need to get used to in your journey as a Python developer. Even though you can substitute some workflows in the terminal with apps that contain a graphical user interface (GUI), you may need to open the terminal at some point in your life as a Python developer. In this Code Conversation, you’ll follow a chat […]
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2022 was a great year for Python. The new Python 3.11 is 10 to 60 percent faster than 3.10, thanks to the efforts of the ongoing Faster CPython project. Python continues to be popular and has spent the year as the number one programming language on the TIOBE index. At the same time, Python has become easier to run in your browser. Python’s WebAssembly port, Pyodide, has matured, and the PyScript framework has showcased some of its possibilities. Over the […]
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The standard Python interpreter lets you run scripts from files or interactively execute code on the fly in a so-called read-evaluate-print loop (REPL). While this is a powerful tool for exploring the language and discovering its libraries through instant feedback on your code inputs, the default REPL shipped with Python has several limitations. Luckily, alternatives like bpython offer a much more programmer-friendly and convenient experience. You can use bpython to experiment with your code or quickly test an idea without […]
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Introduction OpenAI, the leading research institute in the field of
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Introduction This tutorial will provide a detailed exploration of the torch.mean() function in PyTorch. We will begin by understanding the syntax of this function, and then move on to examine its capabilities through a variety of examples and illustrations. This will help beginners gain a thorough understanding of how to use this function to calculate the mean of the elements in a PyTorch tensor. What is torch.mean() function in PyTorch The torch sum() function is used to find the mean […]
Read moreThese days, developers are highly likely to be working on a mobile or web application. Python doesn’t have built-in mobile development capabilities, but you can create mobile applications by using libraries like Kivy, PyQt, or even Beeware’s Toga library. These libraries are all major players in the Python mobile space. However, there are some benefits that you’ll enjoy if you choose to create mobile applications with Kivy. Not only will your application look the same on all platforms, but you […]
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If you want to do natural language processing (NLP) in Python, then look no further than spaCy, a free and open-source library with a lot of built-in capabilities. It’s becoming increasingly popular for processing and analyzing data in the field of NLP. Unstructured text is produced by companies, governments, and the general population at an incredible scale. It’s often important to automate the processing and analysis of text that would be impossible for humans to process. To automate the processing […]
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