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José Carlos Méndez de la Torre
475 followers -
Data Mining, Complex Event Processing, Artificial Intelligence, SAP HANA, Python, Javascript, Coffee...
Data Mining, Complex Event Processing, Artificial Intelligence, SAP HANA, Python, Javascript, Coffee...

475 followers
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José Carlos's posts

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Presenting MultiModel, an exploratory first step towards the convergence of vision, audio and language understanding into a single neural network .

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This repo contains a curated list of R tutorials and packages for Data Science, NLP and Machine Learning. This also serves as a reference guide for several common data analysis tasks.

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PyCon 2017 - A gentle introduction to Deep Learning with TensorFlow - by Michelle Fullwood 

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A new DeepMind paper on deep learning. Their system outperforms humans:

"Relational reasoning is a central component of generally intelligent behavior, but has proven difficult for neural networks to learn. In this paper we describe how to use Relation Networks (RNs) as a simple plug-and-play module to solve problems that fundamentally hinge on relational reasoning. We tested RN-augmented networks on three tasks: visual question answering using a challenging dataset called CLEVR, on which we achieve state-of-the-art, super-human performance; text-based question answering using the bAbI suite of tasks; and complex reasoning about dynamic physical systems. Then, using a curated dataset called Sort-of-CLEVR we show that powerful convolutional networks do not have a general capacity to solve relational questions, but can gain this capacity when augmented with RNs. Our work shows how a deep learning architecture equipped with an RN module can implicitly discover and learn to reason about entities and their relations."

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This Tensorflow tutorial is a follow-up of my astonishingly popular earlier tutorial. This helps a beginner to learn: how to build an image classifier using convolutional neural network using Tensorflow. http://cv-tricks.com/tensorflow-tutorial/training-convolutional-neural-network-for-image-classification/

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