How to build Tensorflow-GPU from source
In this blog, I will be describing the step by step instructions to install TensorFlow-GPU version 1.5.0-rc1 into a Python 3.5 Virtualenv environment on Ubuntu 16.04 (64bit).
Our Lab
Innodata Labs is a forward-thinking organization within Innodata focused on research and development in machine learning, big data analytics, and natural language processing.
We help information service companies, publishers and data-driven enterprises achieve their objectives more quickly and economically through subject matter expert augmentation and automation.
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Highlights From The Blog
Automating ML Training With Jenkins Pipelines
Manually provisioning and starting EC2 workers is tedious and repetitive. If my training is expected to complete in the middle of the night, who will stop the EC2 machine?
Building Datasets
There was a time when working with big data was not technically possible because our compute resources couldn’t handle the amount of information involved. Beyond that, it took a while for the use case to develop around massive computing resources, so it wasn’t even considered a worthy pursuit.
THE POWER OF COMPLEMENTARITY Human + AI can exceed performance of human alone by closing gaps in error rates.†
Team
David Nadeau
Team leader, PhD
"Semi-supervised learning approach to named entity recognition". Hadoop (2007) & Tensorflow early adopter (2016).
Mike Kroutikov
Senior Machine Learning Developer
Tirelessly climbing steep learning curves and making things done. Happy to have hobby as work.
Daniel Bruce
Lead Front-end Developer
Loves building great UIs with great UX. React early adopter. Javascript wizard.
Ankita Sonal
Senior Program Manager
Problem solver, code crafter - gets things done.
Arpita Sharma
Machine Learning Developer
Problem solver, researcher with insatiable intellectual curiosity.
Ravi Sharma
Machine Learning Developer
Evolving with the rise of machines by upgrading knowledge in machine learning, big data and artificial intelligence.
Chinmay Gadkari
Machine Learning Developer
Coder, inspired to contribute in the world of machine learning and data analytics.