Stories by TDS Team on Medium

Stories by TDS Team on Medium

Latest articles

Poetry in Motion

Image by abi ismail on UnsplashPredicting Poetic MovementsAnalyzing and categorizing poetry to prepare for content-based recommendationBy Joshua Szymanowski — 15 min read in Editors’ PicksPhoto by Jason Leung on UnsplashReasoning on Financial IntelligenceHow you can help fight organized crime using AIBy Eleonora Laurenza — 12 min read in Knowledge GraphPhoto...

Hyperfoods

Image SourceAI-designed “hyperfoods” can possibly help prevent cancerThe food we eat contains thousands of bioactive molecules, some of which are similar to anti-cancer drugs. Modern machine learning techniques can discover such components and help design nutrition that will let us live longer and healthier.By Michael Bronstein in Editors’ Picks — 14 minImage...

It’s all about loneliness

Image by AuthorThe Curse of Dimensionality… minus the curse of jargonIn a nutshell, it’s all about lonelinessBy Cassie Kozyrkov in Editors’ Pick— 7 minImage via PxfuelScaling Logistic Regression Via Multi-GPU/TPU TrainingLearn how to scale logistic regression to massive datasets using GPUs and TPUs with PyTorch Lightning Bolts.By Annika Brundyn in PyTorch — 13 minPhoto...

The shape of music and its signatures

Golden Gate bridge imaged by Oliver Plattner from Unsplash.TDA: an Original Way to Identify MusicMusic has shape, and we can extract signatures from it using persistent homologyBy Kate Ivshina — 6 minImage by AuthorTraining AI with CGIWe used only synthetic data to train a computer vision model to identify components on a raspberry pi boardBy Hugo Ponte — 5 minImage...

Latent graph learning: a new perspective on old problems

Image by authorLatent graph neural networks: Manifold learning 2.0?By Michael Bronstein—12 min readGraph neural networks exploit relational inductive biases for data that come in the form of a graph. However, in many cases we do not have the graph readily available. Can graph deep learning still be applied in this case?Photo by James L.W on UnsplashWhy...

Useful methods and functions in Pandas you might not know

Photo by Jon Tyson on Unsplash10 Things You Didn’t Know About PandasUntil now…By Rebecca Vickery — 6 min readPhoto by Jason Leung on UnsplashWhy are eye movements so damned interesting?“Saccades” are the jerks that have fascinated scientists and philosophers for 2000 years.By Russell Anderson, Ph.D. — 16 min readImage by AuthorHow to build a recommendation...

Predicting the future with Bayesian statistics

The First Step in Bayesian Time Series — Linear RegressionState-Space Models in Bayesian Time Series Analysis with PyMC3By Luís Roque — 15 min readPhoto by Florian Olivo on UnsplashBuilding Improved AI Agents for Doom using Double Deep Q-learningA Reinforcement Learning Implementation in Pytorch.By Adrian Yijie Xu — 14 min readPhoto by AltumCode on UnsplashRemake...

Digital identity through humanistic personalization

Photo by DDP on UnsplashConfronting Epistemic Injustice with Humanistic PersonalizationUsing the ethical foundations of the GDPR to usher in a new paradigm of digital identity and personalizationBy Travis Greene — 10 min readcredit Chris Yates (Unsplash)The Nuts and Bolts of Deep Learning Algorithms for Object DetectionYou just got a new drone and you...

VAE with Tensorflow 6 ways

Photo by KAL VISUALS on Unsplash6 Different Ways of Implementing VAE with TensorFlow 2 and TensorFlow ProbabilitySince its introduction in 2014 through this paper, variational auto-encoder (VAE) as a type of generative model has stormed the world of Bayesian deep learning with its application in a wide range of domains.By Xizewen Han — 25 min read5...

How to Deploy APIs with Flask, Docker and Google Cloud

Photo by Joseph Pearson on UnsplashDeploy APIs With Python and DockerA definitive guide to deploying APIs with Flask, Docker and Google CloudBy James Briggs — 10 min readPhoto by Dayne Topkin on UnsplashProbabilistic Reasoning on Knowledge GraphsHopefully, thanks to the ‘fabulous five’, something will come up!By Eleonora Laurenza — 8 min readHow I Built...

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