Justin Grace

125 Flips | 12 Magazines | 235 Likes | 52 Following | @jusjosgra | Keep up with Justin Grace on Flipboard, a place to see the stories, photos, and updates that matter to you. Flipboard creates a personalized magazine full of everything, from world news to life’s great moments. Download Flipboard for free and search for “Justin Grace”

Hierarchical Bayesian Neural Networks with Informative Priors

In [2]:<p>In [5]:<p>Next, we loop over each category and fit a different BNN to each one. Each BNN has its own weights and there is no connection between …

Deep Learning

Control of neural systems at multiple scales using model-free, deep reinforcement learning

Abstract<p>Recent improvements in hardware and data collection have lowered the barrier to practical neural control. Most of the current contributions …

Machine Learning

Google researchers create AI that maps the brain’s neurons

Mapping the structure of biological networks in the nervous system — a field of study known as connectomics — is computationally intensive. The human brain contains around 86 billion neurons networked through 100 trillion synapses, and imaging a single cubic millimeter of tissue can generate more …

Machine Learning

Data mining reveals fundamental pattern of human thinking - MIT Technology Review

Back in 1935, the American linguist George Zipf made a remarkable discovery. Zipf was curious about the relationship between common words and less …

Natural Language Processing

Teach Machine to Comprehend Text and Answer Question with Tensorflow - Part I · Han Xiao Tech Blog - Deep Learning, Tensorflow, Machine Learning and more!

Background<p>Reading comprehension is one of the fundamental skills for human, which one must learn systematically since the elementary school. Do you …

Deep Learning

Google's talking AI is indistinguishable from humans

Tacotron 2 is Google's new text-to-speech system, and as heard in the samples below, it sounds indistinguishable from humans.<p>From Quartz:<p>The system …

George Washington

Badly implemented AI could ‘jeopardize democracy,’ says French president Emmanuel Macron

Accountability and transparency need to be key values for artificial intelligence, says Macron<p>France has announced a new national AI strategy, including government funding worth nearly €1.5 billion ($1.85 billion). But the country’s president, Emmanuel Macron, is worried about the damage this …

TensorFlow Tutorial For Beginners

<i>Originally published at</i> <i>https://www.datacamp.com/community/tutorials/tensorflow-tutorial</i><p>Deep learning is a subfield of machine learning that is a set …

Top 5 Data Science & Machine Learning Repositories on GitHub in Feb 2018

We use cookies on Analytics Vidhya websites to deliver our services, analyze web traffic, and improve your experience on the site. By using Analytics …

Finalists From Smithsonian Magazine's 2017 Photo Contest

The editors of <i>Smithsonian</i> magazine have just announced the 60 finalists in their 15th annual photo contest, selected from more than 48,000 entries sent in from 155 countries. They've once more allowed me to share a selection of these images here from the competition's six categories: The Natural …

How to Bring Your Boring Photos to Life

Have you ever taken a photo, and then once you viewed it on your computer, thought to yourself, "Man, that didn't turn out like I thought..."?<p>Dumb …

Dynamic word embeddings for evolving semantic discovery

Dynamic word embeddings for evolving semantic discovery Yao et al., <i>WSDM’18</i>One of the most popular posts on this blog is my introduction to word …

Natural Language Processing

Text to Speech Deep Learning Architectures - A Blog From Human-engineer-being

Small Intro. and Background<p>Recently, I started at Mozilla Research. I am really excited to be a part of a small but a great team working hard to …

Laser Scans Reveal Maya "Megalopolis" Below Guatemalan Jungle

A vast, interconnected network of ancient cities was home to millions more people than previously thought.<p>Using a revolutionary technology known as LiDAR (short for “Light Detection And Ranging”), scholars digitally removed the tree canopy from aerial images of the now-unpopulated landscape, …

Google is using 46 billion data points to predict the medical outcomes of hospital patients

Some of Google’s top AI researchers are trying to predict your medical outcome as soon as you’re admitted to the hospital.<p>A new research paper, published Jan. 24 with 34 co-authors and not peer-reviewed, claims better accuracy than existing software at predicting outcomes like whether a patient …

Medical Technology

Building Cross-Lingual End-to-End Product Search with Tensorflow · Han Xiao Tech Blog - Deep Learning, Tensorflow, Machine Learning and more!

Background<p>Product search is one of the key components in an online retail store. Essentially, you need a system that matches a text query with a set …

Deep Learning

Introduction to Various Reinforcement Learning Algorithms. Part I (Q-Learning, SARSA, DQN, DDPG)

1. Reinforcement Learning 101<p>Typically, a RL setup is composed of two components, an agent and an environment.<p>Then environment refers to the object …

Machine Learning

Transfer Learning: Leverage Insights from Big Data

In this tutorial, you’ll see what transfer learning is, what some of its applications are and why it is critical skill as a data scientist.

Research suggests there are five types of anxiety and depression

Ah, anxiety and depression – the magical, miserable combo.<p>When you’ve got anxiety and depression, your thoughts and emotions can play out in all …

Sequence Modeling with CTC

A visual guide to Connectionist Temporal Classification, an algorithm used to train deep neural networks in speech recognition, handwriting …

Google and Facebook envision Stories for news, not social

Stories taught us the joy of dictating the pace of content consumption. We fast-forward in 10-second increments, with a quick trigger finger let loose the moment we get bored. That’s why soon, endless paragraphs of text and time-consuming videos might not be the only ways to get our news.<p>This week, …

Social Media

A Beginners Guide: Becoming One With Your Camera

Rating:<p>3.17 based on 6 Ratings<p>July 23, 2017 By Michael Moodie<p>A Beginners Guide: Becoming One With Your Camera www.sleeklens.com<p>This topic might sound …

Google is using AI to create stunning landscape photos using Street View imagery

Google’s AI photo editor tricked even professional photographers<p>Google’s latest artificial intelligence experiment is taking in Street View imagery from Google Maps and transforming it into professional-grade photography through post-processing — all without a human touch. Hui Fang, a software …

The week in wildlife – in pictures

Hungry robin chicks, a herd of wild donkeys and a tapir are among this week’s pick of images from the natural world

THE SCIENTISTS’ APPRENTICE

Just what do people mean by artificial intelligence (AI)? The term has never had clear boundaries. When it was introduced at a seminal 1956 workshop …

Create Amazing Landscape Photographs with 7 Great Shooting & Editing Tips from Serge Ramelli (VIDEO)

Serge Ramelli is not only a superb landscape photographer, he’s an expert at teaching his shooting and image-processing techniques to others. In this …

An Introduction to Astrophotography: Shooting Stars for Beginners

Shooting the night sky can produce amazing images of endless starry skies, but it can be challenging to those used to working with plenty of light. …

The mathematics of mind-time

The special trick of consciousness is being able to project action and time into a range of possible futures<i>By Karl Friston</i>Read at Aeon

Consciousness

Black and White Long Exposure Photography Tutorial • Rob Cherry

‘I’ve been attracted to structures that can be found in the sea, and by using a long exposure you can create visually dramatic scenes from very …

Final cut: films condensed into a single frame – in pictures

Jason Shulman photographs entire movies with ultra-long exposures, creating impressionist photo masterpieces in the process