WOLFRAM

News, Views & Insights

New Technology

Education & Academic

The Data Science of MathOverflow

New Archive Conversion Utility in Version 12

Soon there will be 100,000 questions on MathOverflow.net, a question-and-answer site for professional mathematicians! To celebrate this event, I have been working on a Wolfram Language utility package to convert archives of Stack Exchange network websites into Wolfram Language entity stores.

The archives are hosted on the Internet Archive and are updated every few months. The package, although not yet publicly available, will be released in the coming weeks as part of Version 12 of the Wolfram Language—so keep watching this space for more news about the release!

Andrew Steinacher, Lead Developer, Wolfram|Alpha Scientific Content
Announcements & Events

Free-Form Bioprinting with Mathematica and the Wolfram Language

In past blog posts, we’ve talked about the Wolfram Language’s built-in, high-level functionality for 3D printing. Today we’re excited to share an example of how some more general functionality in the language is being used to push the boundaries of this technology. Specifically, we’ll look at how computation enables 3D printing of very intricate sugar structures, which can be used to artificially create physiological channel networks like blood vessels.
Greg Hurst, Wolfram|Alpha Math Content Matt Gelber, Postdoctoral Researcher, University of Illinois at Urbana-Champaign
Announcements & Events

Launching the Wolfram Neural Net Repository

Today, we are excited to announce the official launch of the Wolfram Neural Net Repository! A huge amount of work has gone into training or converting around 70 neural net models that now live in the repository, and can be accessed programmatically in the Wolfram Language via NetModel:
✕ net = NetModel["ResNet-101 Trained on ImageNet Competition Data"]
✕ net[]
Neural nets have generated a lot of interest recently, and rightly so: they form the basis for state-of-the-art solutions to a dizzying array of problems, from speech recognition to machine translation, from autonomous driving to playing Go. Fortunately, the Wolfram Language now has a state-of-the-art neural net framework (and a growing tutorial collection). This has made possible a whole new set of Wolfram Language functions, such as FindTextualAnswer, ImageIdentify, ImageRestyle and FacialFeatures. And deep learning will no doubt play an important role in our continuing mission to make human knowledge computable.
Sebastian Bodenstein, et al.
Announcements & Events

Learning to Listen: Neural Networks Application for Recognizing Speech

Introduction

Recognizing words is one of the simplest tasks a human can do, yet it has proven extremely difficult for machines to achieve similar levels of performance. Things have changed dramatically with the ubiquity of machine learning and neural networks, though: the performance achieved by modern techniques is dramatically higher compared with the results from just a few years ago. In this post, I'm excited to show a reduced but practical and educational version of the speech recognition problem---the assumption is that we’ll consider only a limited set of words. This has two main advantages: first of all, we have easy access to a dataset through the Wolfram Data Repository (the Spoken Digit Commands dataset), and, maybe most importantly, all of the classifiers/networks I’ll present can be trained in a reasonable time on a laptop.

It’s been about two years since the initial introduction of the Audio object into the Wolfram Language, and we are thrilled to see so many interesting applications of it. One of the main additions to Version 11.3 of the Wolfram Language was tight integration of Audio objects into our machine learning and neural net framework, and this will be a cornerstone in all of the examples I’ll be showing today.

Without further ado, let’s squeeze out as much information as possible from the Spoken Digit Commands dataset!

Carlo Giacometti, Kernel Developer, Algorithms R&D
Announcements & Events

Five Ways to Make Your Technical Presentations Awesome

"Tell me and I forget. Teach me and I remember. Involve me and I learn." -- Benjamin Franklin I can count on one hand the best presentations I have ever experienced, the most recent being my university dynamics lecturer bringing out his electric guitar at the end of term to demonstrate sound waves; a pharmaceutical CEO giving an impassioned after-dinner oration about how his love of music influenced his business decisions; and last but not least, my award-winning attempt at explaining quantum entanglement using a marble run and a cardboard box (I won a bottle of wine). It's perhaps equally easy to recall all the worst presentations I've experienced as well---for example, too many PowerPoint presentations crammed full of more bullet points than a shooting target; infinitesimally small text that only Superman's telescopic vision could handle; presenters intent on slowly reading every word that they've squeezed onto a screen and thoroughly missing the point of a presentation: that of succinctly communicating interesting ideas to an audience.
Joanna Crown, Strategic Projects, Strategic Initiatives
Announcements & Events

Announcing Wolfram Presenter Tools

Introducing the Ultimate Technical Presentation Environment with Live Interactivity

We are delighted to announce that Wolfram's latest comprehensive notebook technology extension is here. Released with Version 11.3 of Wolfram desktop products, Wolfram Presenter Tools is the world's first fully computational presentation environment, seamlessly extending the notebook workflow for easy creation and delivery of dynamic presentations and slide shows, automatically scaled to fit any screen size. Our unique presentation features include rapid stylesheet updating and automatic slide breaking based on cell style.
Cat Frazier, Wolfram Blog Project Manager, Document & Media Systems
Best of Blog

What Is a Computational Essay?

A Powerful Way to Express Ideas People are used to producing prose—and sometimes pictures—to express themselves. But in the modern age of computation, something new has become possible that I’d like to call the computational essay. I’ve been working on building the technology to support computational essays for several decades, but it’s only very recently […]

Stephen Wolfram
Education & Academic

What Is a Computational Essay? (Russian)

Высокоэффективный способ выражения идей

Люди привыкли к созданию прозы, а иногда изображений, для самовыражения. Но в современную эпоху вычислений появилось нечто новое, что я хотел бы назвать вычислительным эссе.

Я работаю над созданием технологии для поддержки вычислительных эссе уже в течение нескольких десятилетий, но только совсем недавно я понял, насколько вычислительные эссе могут быть важны как для формы обучения людей, так и для их формы обмена фактами и идеями. Профессионалы будущего будут регулярно предоставлять результаты и отчеты как вычислительные эссе. Педагоги будут регулярно объяснять концепции, используя вычислительные эссе. Студенты будут регулярно создавать вычислительные эссе в качестве домашней работы для своих классов.

Вот очень простой пример вычислительного эссе:

Stephen Wolfram