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.
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.
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.
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.
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.
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.
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...
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...
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...
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....
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...
December 21, 2016