Probabilistic Programming with Pyro in WML


How to write a probabilistic model using Pyro, a deep probabilistic programming language built on PyTorch, and run it via IBM Watson Machine Learning.

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AI

November 7, 2018

Probabilistic Programming with Edward in WML


IBM scientists explain how to run Edward code, a deep probabilistic programming language, on the IBM Watson Machine Learning (WML) platform.

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AI

November 2, 2018

Ocean Tensor Package: General-Purpose Software for Tensor Computation


The Ocean Tensor Package is a comprehensive, flexible tensor-computation package designed for general-purpose use, both within and outside of deep learning.

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Open Source

October 24, 2018

Restoring Balance in Machine Learning Datasets


BAGAN, or balancing generative adversarial networks, can generate completely new images for datasets to restore balance for training AI.

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AI

October 10, 2018

Hello Quantum: The Making of a Seriously Fun Quantum Game


Search the two million mobile games on the app store, and you won’t find another quite like Hello Quantum.

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Quantum Computing

July 30, 2018

The Adversarial Robustness Toolbox: Securing AI Against Adversarial Threats


IBM Research released the Adversarial Robustness Toolbox, an open-source software library to make AI systems more secure.

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Security

April 17, 2018

IBM scientists demo social simulator


This week at SuperComputing 17 in Denver, Colorado, the Japan Science and Technology Agency (JST) is introducing series of demos, including new research from IBM scientists in Japan which can...

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Open Source

November 17, 2017

Bio-inspired machine learning goes open source


Since our bio-inspired machine learning technology “Dynamic Boltzmann Machine (DyBM)” debuted in the fall of 2015, we received many comments on the music demo and human evolution image that we...

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Open Source

November 2, 2017

Upping the microservices game with Istio: A microservice mesh


In June last year I reported here the open sourcing of Amalgam8 – a microservice fabric first to provide a central control over layer 7 routing across a mesh of...

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Cloud Computing

May 25, 2017

Building an open seamless science cloud


A Q&A with Ezra Silvera Ezra Silvera is an IBM researcher who has been tackling the challenge of massive scale data in the cloud’s virtual machines for over a decade....

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December 27, 2016

TJBot’s World Tour: Getting Built and Making Friends


TJBot -- a DIY kit to build a programmable AI cardboard robot powered by Watson -- made his debut at the Watson Developer Conference less than two months ago, but...

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December 21, 2016