Getting Started with MXNet

Posted by & filed under Machine Learning, Machine Learning Tutorials.

So many other frameworks exist, why MXNet? MXNet is a modern interpretation and rewrite of a number of ideas being talked about in the deep learning infrastructure. It’s designed from the ground up to work well with multiple GPUs and multiple computers. When doing multi-device work in other frameworks, the end user frequently has to… Read more

Neural Image Captioning for Mortals

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Introduction to Neural Image Captioning Image Captioning is a damn hard problem — one of those frontier-AI problems that defy what we think computers can really do. This summer, I had an opportunity to work on this problem for the Advanced Development team during my internship at indico. The work I did was fascinating but not revolutionary … Read more

Using Passage for Text Analysis with Recurrent Neural Networks at Next.ML Cambridge

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Next.ML made its way over to our side of the country on April 27 in Cambridge, MA. At the conference, our Head of Research, Alec Radford, led his workshop on General Sequence Learning Using Recurrent Neural Networks again with a couple of new updates. Alec’s presentation now includes a tutorial with sample code on how… Read more

Introduction to Deep Learning with Python and Theano

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Our Head of Research, Alec Radford, speaking on deep learning with Python and the Theano library. The emphasis of the talk is on high performance computing, natural language processing using recurrent neural nets, and large scale learning with GPUs. You can find the SlideShare presentation below. View on Slideshare: Introduction to Deep Learning with Python… Read more

General Sequence Learning Using Recurrent Neural Nets

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Our Head of Research, Alec Radford, recently led a workshop on general sequence learning using recurrent neural networks at Next.ML in San Francisco. Next.ML was created to teach the latest actionable machine learning techniques that you can use right out of the workshop.The upcoming Next.ML workshop will be in Cambridge, MA at the Microsoft NERD Center… Read more