Programming
Software development: programming languages, coding, libraries and frameworks, software engineering and architecture, source control, developer tools, databases, and infrastructure.
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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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TensorFlow Estimators tensorflow.org
high-level TensorFlow API that greatly simplifies machine learning programming (originally tensorflow/skflow)
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Old and New algorithm for Blind Deconvolution videolectures.net
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Optimization Algorithms in Machine Learning 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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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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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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Practical Python and OpenCV pyimagesearch.com
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Numerical Algorithms: Methods for Computer Vision, Machine Learning, and Graphics people.csail.mit.edu
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Flickr Material Database people.csail.mit.edu
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Explicit-Formulas Database hyperelliptic.org
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RSA Algorithm di-mgt.com.au
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Software implementation of the NIST elliptic curves over prime fields delta.cs.cinvestav.mx
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TensorLayer: A Versatile Library for Efficient Deep Learning Development arxiv.org
This paper describes a versatile Python library that aims at helping researchers and engineers efficiently develop deep learning systems. (Winner of The Best Open Source Software Award of ACM MM 2017)
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Comparative Study of Deep Learning Software Frameworks arxiv.org
The study is performed on several types of deep learning architectures and we evaluate the performance of the above frameworks when employed on a single machine for both (multi-threaded) CPU and GPU (Nvidia Titan X) settings
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A Gentle Tutorial of the EM Algorithm nikola-rt.ee.washington.edu
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List of Semantic Segmentation algorithms it-caesar.com
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SUN Database groups.csail.mit.edu
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Computer Vision Algorithm Implementations cvpapers.com
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Sparse Coding for Super-Resolution cs.technion.ac.il
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The Xm2vts database xm2vtsdb.ee.surrey.ac.uk
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The AR Face Database www2.ece.ohio-state.edu
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INRIA's Syntim stereo databases www-rocq.inria.fr
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INRIA's Syntim images database www-rocq.inria.fr
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View Sphere Database www-prima.inrialpes.fr
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German Fingerspelling Database www-i6.informatik.rwth-aachen.de
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The MIT-CSAIL Database of Objects and Scenes web.mit.edu
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UCID - an Uncompressed Colour Image Database vision.doc.ntu.ac.uk
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Caltech Image Database vision.caltech.edu
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AT&T Laboratories Cambridge face database uk.research.att.com
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Photometric 3D Surface Texture Database taurusstudio.net
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FG-NET Facial Aging Database sting.cycollege.ac.cy
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OSU/SAMPL Database: Range Images, 3D Models, Stills, Motion Sequences sampl.eng.ohio-state.edu
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The RVL SPEC-DB (SPECularity DataBase) rvl1.ecn.purdue.edu
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CMU PIE Database ri.cmu.edu
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Stuttgart Range Image Database range.informatik.uni-stuttgart.de
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Emotion Recognition API Demo - Microsoft projectoxford.ai
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Image Database prip.tuwien.ac.at
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University of Oulu Texture Database outex.oulu.fi
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Large-scale Fashion (DeepFashion) Database mmlab.ie.cuhk.edu.hk
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JAFFE Facial Expression Image Database mis.atr.co.jp
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