These days, a lot of people are talking about using data to make decisions. However, an often- overlooked aspect of…
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The Evolving Nature of the Internet of Things
The Internet of Things, or IoT, has already significantly changed the way that we live. Not too long ago, the…
Continue ReadingHow to Evaluate Generative Adversarial Networks
Generative adversarial networks, or GANs for short, are an effective deep learning approach for developing generative models. Unlike other deep…
Continue ReadingHow to Develop a Pix2Pix GAN for Image-to-Image Translation
The Pix2Pix Generative Adversarial Network, or GAN, is an approach to training a deep convolutional neural network for image-to-image translation…
Continue ReadingHow to Develop a Least Squares Generative Adversarial Network (LSGAN) in Keras
The Least Squares Generative Adversarial Network, or LSGAN for short, is an extension to the GAN architecture that addresses the…
Continue ReadingData Demystified — Data Quality
For example, log reports of an error being accessible 5 hours after the error happened is not acceptable. Integrity: This…
Continue ReadingPython Pro Tip: Use Itertools, Generators, and Generator Expressions
Think of the memory such a list would occupy. It would be great if we had something that could just…
Continue ReadingHow does the digital economy create “alternative data”?
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Continue ReadingDestroying Backends — Amplified Mobile App Development
Destroying Backends — Amplified Mobile App DevelopmentJørgen Lybeck HansenBlockedUnblockFollowFollowingApr 7In this tutorial, I’ll make a mobile app to post quotes to a…
Continue ReadingUsing PyTorch to Generate Images of Malaria-Infected Cells
For the VAE itself, we instantiate the layers in the __init__ section and define the layer interactions in the ‘forward’…
Continue ReadingScala: Internals and Intermediates
Scala: Internals and IntermediatesAlex HeresBlockedUnblockFollowFollowingMar 31In our previous Scala guides, we covered Scala on a very external level; installation, syntax…
Continue ReadingCustomizing gRPC Generated Code
Wrong!Condition failed with Exception:transformer. toEmployeeProto(expected) == input| | || | Employee(name=bob, salary=45, bonus=null)| java. lang. NullPointerExceptioncom. efenglu. jprotoc. example. EmployeeTransformer@7c83dc97Hmm,…
Continue ReadingProgressively-Growing GANs
Progressively-Growing GANsConnor ShortenBlockedUnblockFollowFollowingFeb 17The Progressively-Growing GAN architecture released from NVIDIA and published at ICLR 2018 has become the primary display…
Continue ReadingData Conduct for Human Generated Data: Towards transparency and standards in data sharing through API access
Data Conduct for Human Generated Data: Towards transparency and standards in data sharing through API accessIrene NgBlockedUnblockFollowFollowingFeb 9Human generated data (HGD)…
Continue ReadingAdvances in Generative Adversarial Networks
Advances in Generative Adversarial NetworksA summary of the latest advances in Generative Adversarial NetworksBharath RajBlockedUnblockFollowFollowingJan 31Written by Bharath Raj with…
Continue ReadingUnderstanding Generative Adversarial Networks (GANs)
In this post, we will see that adversarial training is an enlightening idea, beautiful by its simplicity, that represents a…
Continue ReadingLet’s Read A Story: a study on storytelling for children using machine learning tools
I was drawn to Aesop Fables texts because of their concise yet rich story lines, the use of animals as…
Continue ReadingART + AI — Generating African Masks using (Tensorflow and TPUs)
However, the sample supports generation of 32px images (cifar dataset) and my main task was to extend the model to…
Continue ReadingMachine Reading Comprehension: Learning to Ask & Answer
By Han Xiao, Tencent AI.In the last post of this series, I have introduced the task of machine reading comprehension (MRC)…
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