AI
Artificial intelligence: machine learning, neural networks, large language models, deep learning, AI research, and AI tools.
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R Interface to TensorFlow tensorflow.rstudio.com
R interface to TensorFlow APIs, including Estimators, Keras, Datasets, etc.
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Tensorflow-Probability tensorflow.org
Probabilistic programming built on TensorFlow that makes it easy to combine probabilistic models and deep learning on modern hardware.
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Graphical Models for Computer Vision videolectures.net
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TensorFlow Estimators tensorflow.org
high-level TensorFlow API that greatly simplifies machine learning programming (originally tensorflow/skflow)
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The Unreasonable Effectivness Of Deep Learning videolectures.net
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TensorFlow Optimizations on Modern Intel® Architecture software.intel.com
Introduces TensorFlow optimizations on Intel® Xeon® and Intel® Xeon Phi™ processor-based platforms based on an Intel/Google collaboration.
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Beyond stochastic gradient descent for large-scale machine learning videolectures.net
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Optimization Algorithms in Machine Learning videolectures.net
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Hands-On Machine Learning with Scikit-Learn and TensorFlow shop.oreilly.com
by Aurélien Geron, former lead of the YouTube video classification team. Covers ML fundamentals, training and deploying deep nets across multiple servers and GPUs using TensorFlow, the latest CNN, RNN and Autoencoder architectures, and Reinforcement Learning (Deep Q).
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Learning and Inference in Low-Level Vision videolectures.net
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TensorFlow for Poets petewarden.com
Goes over the implementation of TensorFlow
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Getting Started with TensorFlow packtpub.com
Get up and running with the latest numerical computing library by Google and dive deeper into your data, by Giancarlo Zaccone
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Learning in Computer Vision videolectures.net
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Building Machine Learning Projects with Tensorflow packtpub.com
by Rodolfo Bonnin. This book covers various projects in TensorFlow that expose what can be done with TensorFlow in different scenarios. The book provides projects on training models, machine learning, deep learning, and working with various neural networks. Each project is an…
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Getting Started with TensorFlow on Android omid.al
Build your first TensorFlow Android app
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Machine Learning, Probability and Graphical Models videolectures.net
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TensorFlow 2.0 in Action manning.com
by Thushan Ganegedara. This practical guide to building deep learning models with the new features of TensorFlow 2.0 is filled with engaging projects, simple language, and coverage of the latest algorithms.
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Deep Learning with Python machinelearningmastery.com
Develop Deep Learning Models on Theano and TensorFlow Using Keras by Jason Brownlee
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ImageNet Classification with Deep Convolutional Neural Networks videolectures.net
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Understanding The Tensorflow Estimator API lighttag.io
A conceptual overview of the Estimator API, when you'd use it and why.
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Deep Learning videolectures.net
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How Does The TensorFlow Work letslearnai.com
How Does The Machine Learning Library TensorFlow Work?
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Scaling up Deep Learning videolectures.net
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First Contact with TensorFlow jorditorres.org
by Jordi Torres, professor at UPC Barcelona Tech and a research manager and senior advisor at Barcelona Supercomputing Center
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A tutorial on Deep Learning videolectures.net
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Fizz Buzz in TensorFlow joelgrus.com
A joke by Joel Grus
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The Good, Bad, & Ugly of TensorFlow indico.io
A survey of six months rapid evolution (+ tips/hacks and code to fix the ugly stuff), Dan Kuster at Indico, May 9, 2016
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Course on Information Theory, Pattern Recognition, and Neural Networks videolectures.net
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Where machine vision needs help from machine learning videolectures.net
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Machine Learning udacity.com
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Announcing SyntaxNet: The World’s Most Accurate Parser Goes Open Source googleresearch.blogspot.com
Release of SyntaxNet, "an open-source neural network framework implemented in TensorFlow that provides a foundation for Natural Language Understanding systems.
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Intro to Machine Learning udacity.com
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TensorFlow: smarter machine learning, for everyone googleblog.blogspot.com
An introduction to TensorFlow
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ICML 2013 techtalks.tv
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ICML 2012 techtalks.tv
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Computer Vision: Theory and Application szeliski.org
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Peter Kovesi's Matlab Functions for Computer Vision and Image Analysis staffhome.ecm.uwa.edu.au
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How to Read Academic Papers slideshare.net
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How to Come Up with Research Ideas in Computer Vision? slideshare.net
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Recent Advances in Computer Vision slideshare.net
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Computer Vision Resources sites.google.com
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TensorFlow-Slim github.com
High-level library for defining models
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Computer Vision News rsipvision.com
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Multiple View Geometry in Computer Vision robots.ox.ac.uk
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Machine Learning robots.ox.ac.uk
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Yet Another Computer Vision Index To Datasets riemenschneider.hayko.at
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Research Skills research.microsoft.com
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Pattern Recognition and Machine Learning research.microsoft.com
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