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Deep learning made easier with transfer learning
Deep learning has provided extraordinary advances in problem spaces that are poorly solved by other approaches. This success is due to several key departures…
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10 hours ago
Ethics + Data Science – dj patil – Medium
How much has data changed our lives over the past decade? Just over 10 years ago the iphone was launched. Back then, our phones took grainy photos and video was…
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15 hours ago
The TaskPaper R&D; Notebook
Captured: 2015-10-18 at 21:26 from www.macdrifter.com February 03, 2014 by Gabe | [mmd] | This is part two in the series. In part one , I discussed the rules…
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23 hours ago
iOS 12: The MacStories Review
Introduction Setup and Performance iPad Do Not Disturb, Notifications, and Screen Time Do Not Disturb Notifications Grouping Instant Tuning Provisional…
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yesterday
MTO 13.1: Neidhöfer, Bruno Maderna’s Serial Arrays
[1] A central figure of the post-war generation of young Italian serial composers, Bruno Maderna (1920–73) championed a musical aesthetic that was as deeply…
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yesterday
Is Composition Research?
I have previously contributed thoughts on this topic at this blog, but a recent re-opening of the debate caused me to think again and to put down some more…
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yesterday
Interview with Lion Kimbro
Interview with Lion Kimbro gilest.org Lion Kimbro is a very nice man. I know this because in recent weeks, I have been pestering him with a stream of questions…
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yesterday
AI - the Creation of a Human-Centric Engineering Discipline
AI is rapidly becoming one of the most important technologies of our era. Every day we can read about the latest AI advances from startups and large companies,…
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2 days ago
Tensorflow: MNIST For ML Beginners - IBM Watson
Last updated 28 Feb 2017, 12:34 AM Language Python 2.7
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2 days ago
Tensorflow Deep MNIST Tutorial | Seldon Documentation
Tensorflow Deep MNIST Advanced Tutorial This example will take you through creating a microservice that recognizes numbers between 0 and 9, based on the CNN…
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2 days ago
Not another MNIST tutorial with TensorFlow
Numbers 0-9. (source: Denise Krebs on Flickr ) Check out the training session "Deep Learning with Tensorflow" at the AI Conference in London, October 8-11,…
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2 days ago
Hekla - Á
Á is an album of solo theremin and voice from a mysterious Icelander, if that’s not something that piques your interest I probably can’t help you friend. On the…
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2 days ago
Deep Learning: Is it Approaching a Wall?
Deep learning is a powerful statistical technique for classifying patterns using large training data sets and multi-layer AI neural networks . It’s essentially…
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2 days ago
Infectious Theory Of Alzheimer's Disease Draws Fresh Interest
The search for the cause of Alzheimer's has so far come up dry. Some researchers are now asking if germs play a role. Ariel Davis for NPR Dr. Leslie Norins is…
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2 days ago
Drifting in Polar Seas
Toronto’s Polar Seas label returns this month with a pair of evocative albums, one ambient and one modern composition. Mathieu Lamontagne ‘s Obsolescence…
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2 days ago
It's time to insist on #openinfrastructure for #openscience - Impactstory blog
It’s time. In the last month there’ve been three events that suggest now is the time to start insisting on open infrastructure for open science: The first event…
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2 days ago
Gradient Descent — Demystified – Towards Data Science
Types of Gradient Descent Algorithms In this article, I am going to discuss Gradient Descent in detail, explaining the different algorithms for optimisation…
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2 days ago
Where did the least-square come from? – Towards Data Science
What would you say in a machine learning interview, if asked about the mathematical basis of the least-square loss function? Question : Why do you square the…
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3 days ago
Note Taking, Research and Organisation with Notebooks iOS » The Appademic
* This is part one of a two part feature on Notebooks. Part two covers automation using the Notebooks URL Scheme Unique Features in Notebooks For Students And…
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3 days ago
Note Taking Automation with Notebooks, Workflow etc » The Appademic
* This is the second of a two part feature on Notebooks, for part one see here Notebooks Part II: URL schemes and iOS Note Taking Automation Aside from being an…
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3 days ago
DEVONthink and Notebooks: Alternatives to Evernote » The Appademic
Rumours of Evernote’s demise come around ever so often, but the recent ones appear to have more to them than usual. It seems a bunch of senior staff are heading…
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3 days ago
Quick Tips: Using the Daylio app as a Mobile Life Journal
Daylio can help answer the question — is your life in balance? Source: Pixabay/StevePB CCO Creative Commons Tony Robbins is famous for saying “If your life is…
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3 days ago
Create a Minimalist Journal with Mood Tracking and Analysis Using Daylio | Lifestream Blog
The most popular article ever written on this site was a comparison of the best Smart Journal apps. I limited that comparison to apps that allow usage both on…
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3 days ago
15 questions | Interview | Mats Gustafsson | Energy that You Can Touch and Feel
Part 1 Name: Mats Gustafsson Nationality: Swedish Occupation: Saxophonist, Improviser, Composer Current Release: Svårmod Och Vemod Är Värdesinnen with The End…
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3 days ago
Who were Fausto Romitelli's greatest musical influences while writing Trash TV Trance? - Quora
ad by Dataquest We teach data science using real-world Python and R projects. Start learning data science for free by building projects in your browser using…
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3 days ago
Trash Tv Trance – Fausto Romitelli – andrea lanza
Trash Tv Trance (2002) for electric guitar Fausto Romitelli “Al centro del mio comporre c’è l’idea di considerare il suono come una materia in cui sprofondare…
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3 days ago
Fausto Romitelli Trash TV Trance
Fausto Romitelli (1963-2004) Trash TV Trance (2002) For Electric Guitar 2002, 12 minutes Ricordi, Milan, nº 139457 "Since I was born, I bathe in the digitized…
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3 days ago
Article Summary: diSessa (1993) Knowledge in Pieces Framework
Motivation diSessa’s motivation was to understand students’ intuitions of mechanisms in physics and how those intuitions affect formal learning of physics (the…
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3 days ago
Applying diSessa’s Knowledge in Pieces Framework to Understanding the Notional Machine
September 14, 2018 at 7:00 am In Lauren Margulieux’s blog where she summarizes papers from learning sciences and educational psychology, she takes on Andy…
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3 days ago
Notional Machines and Misconceptions in CS: Developing a Research Agenda at Dagstuhl
March 7, 2016 at 7:59 am I facilitated a breakout group at the Dagstuhl Seminar on Assessment in Introductory Computer Science . We started talking about what…
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3 days ago
Heinali – Iridescent
Iridescent is always altering, its glowing ambient music reflecting slivers of alternating prism-light. Out in October on Injazero Records , Heinali (alias of…
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3 days ago
N°2/Âme Debout/Paix | Pitchfork
The first three records by the French-Portuguese singer Catherine Ribeiro and her inventive, psychedelic backing band Alpes are the types of elusive…
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3 days ago
Classifying MNIST digits using Logistic Regression — DeepLearning 0.1 documentation
Note This sections assumes familiarity with the following Theanoconcepts: shared variables , basic arithmetic ops , T.grad , floatX . If you intend to run the…
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3 days ago
Convolutional Neural Networks (LeNet) — DeepLearning 0.1 documentation
Note This section assumes the reader has already read through Classifying MNIST digits using Logistic Regression and Multilayer Perceptron . Additionally, it…
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3 days ago
An Overview of Deep Learning for Curious People
Starting earlier this year, I grew a strong curiosity of deep learning and spent some time reading about this field. To document what I’ve learned and to…
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3 days ago
Introducing the Unrestricted Adversarial Examples Challenge
Posted by Tom B. Brown and Catherine Olsson, Research Engineers, Google Brain Team Machine learning is being deployed in more and more real-world applications,…
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3 days ago
Infamy on top of incompetence (where is Laurent Schwartz? part 1)
Thomas Piketty, nicknamed (by the Financial Times ) the “rock-star economist,” author of Capital in the Twenty-First Century , reacted vigorously in his blog in…
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3 days ago
The Berkeley Artificial Intelligence Research Blog
Sep 6, 2018 We want to build agents that can accomplish arbitrary goals in unstructuredcomplex environments, such as a personal robot that can perform…
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3 days ago
Hydrogen: Introducing rich multi language documents
Develop code and narrative side by side Hydrogen is an open source package for GitHub’s Atom text editor that lets you run your code with an interactive REPL…
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3 days ago
Collaborating on Visual Identity – nteract
A Design Focused Exploration One of the best aspects of working on nteract has been interacting with designers and fellow collaborators to establish the visual…
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3 days ago
Hydrogen: Interactive computing in Atom – nteract
Hydrogen is an open source package for GitHub’s Atom text editor that allows users to run their code with an interactive REPL session with your language of…
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3 days ago
nteract: Revolutionizing the Notebook Experience – nteract
This story was originally published on Plotly’s Modern Data blog. nteract is an open-source, desktop-based, interactive computing application. Interactive…
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3 days ago
nteract on jupyter – nteract
Announcing a new nteract extension for your classic jupyter notebook server nteract on the desktop Our goal when we started the nteract project was to create an…
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3 days ago
Designing the nteract Data Explorer – nteract
I spend most of my professional time designing and building data products — analytical applications like data dashboards or data visualization prototypes for…
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3 days ago
nteract: Revolutionizing the Notebook Experience
WHAT IS NTERACT? nteract is an open-source, desktop-based, interactive computing application. Interactive computing applications allow individuals to create…
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3 days ago
Light Table Blog
Light Table Roadmap - 2017 27 Jan 2017 - Scott Bauer Light Table has grown quiet as of late and we aim to bring a much needed update on what our next steps are.…
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3 days ago
Welcome to papermill — papermill 0.1 documentation
Next Papermill is a tool for parameterizing, executing, and analyzing JupyterNotebooks. Papermill lets you: parameterize notebooks execute and collect metrics…
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3 days ago
Introduction · Hydrogen
Hydrogen Contents Background Features Plugins for Hydrogen How it works Why "Hydrogen"? Contributing Changelog License Background Features execute a line,…
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3 days ago
#Interview with Roberto Zorzi (September 2018) on #neuguitars #blog
Interview with Roberto Zorzi (September 2018) http://www.niccosmo.org/zorzi/index.html D ear Roberto, welcome back to the Neuguitars blog. It seems like you’ve…
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4 days ago
Common Eider, King Eider ~ A Wound of Body
A Wound of Body is the first part of a two-album series by dark ambient experimentalist Common Eider, King Eider , which delves into “wounds at once physical…
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4 days ago
Inside Susan Sontag’s Extensive FBI File
As a prolific social critic covering topics from AIDS to American interventionism, Susan Sontag seemed almost fated to run afoul of the Bureau. Although her…
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4 days ago
Playing a Game of GANstruction
It's all a game of construction — some with a brush, some with a shovel, some choose a pen. Jackson Pollock …and some, including myself, choose neural networks.…
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4 days ago
From GAN to WGAN
This post explains the maths behind a generative adversarial network (GAN) model and why it is hard to be trained. Wasserstein GAN is intended to improve GANs’…
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4 days ago
Late Art
In the winter of 2015, Ben Lerner wrote a short story, ‘The Polish Rider,’ incorporating fictionalized elements of the life and work of the artist, Anna Ostoya,…
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4 days ago
Machine Learning Researcher vs Engineers – What's the Difference?
Jun 15, 2018 4:32:41 PM / by Eero Laaksonen Today’s machine learning teams consist of people with different skill sets. There are a bunch of different roles…
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4 days ago
NLP’s generalization problem, and how researchers are tackling it
G eneralization is a subject undergoing intense discussion and study in NLP. News media has recently been reporting that machines are performing as well as and…
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4 days ago
Conv Nets: A Modular Perspective - colah's blog
Posted on July 8, 2014 neural networks, deep learning, convolutional neural networks, modular neural networks Introduction In the last few years, deep neural…
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4 days ago
AlphaGo, in context – Andrej Karpathy – Medium
Update Oct 18, 2017: AlphaGo Zero was announced. This post refers to the previous version. 95% of it still applies. I had a chance to talk to several people…
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4 days ago
Feature Visualization
There is a growing sense that neural networks need to be interpretable to humans. The field of neural network interpretability has formed in response to these…
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4 days ago
Beyond Interactive: Notebook Innovation at Netflix – Netflix TechBlog – Medium
Notebooks have rapidly grown in popularity among data scientists to become the de facto standard for quick prototyping and exploratory analysis. At Netflix,…
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4 days ago
To Be At Home Everywhere
On Dolly Parton’s My Tennessee Mountain Home What Novalis said about philosophy, that in reality it is a homesickness, is true also of country music, though…
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4 days ago
What David Foster Wallace Ate
The writer David Foster Wallace (1962–2008) didn’t really eat food. When I met him, in 1996 when I was 23 years old, I really couldn’t cook, though it wouldn’t…
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4 days ago
Just outside
Cassandra Miller 'Just So' - (Another Timbre) Cassandra Miller 'O Zomer!' (Another Timbre) The second installment of the Simon Reynall-curated Canadian…
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5 days ago
Scott Belsky: How to Navigate the Messy Middle of a Creative Venture
Iteration Iteration The starts and finishes of a project seem to get all the headlines and press, but they don’t adequately reflect the extreme swings that…
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5 days ago
From The Vault: Spiritualized - “Lazer Guided Melodies” (1992)
There are those living on the dark side of the moon who are gonna claim that Lazer Guided Melodies is far superior than anything materialized by Spacemen 3 and…
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5 days ago
ML beyond Curve Fitting: An Intro to Causal Inference and do-Calculus
May 24th, 2018 You might have come across Judea Pearl's new book , and a related interview which was widely shared in my social bubble. In the interview, Pearl…
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5 days ago
Jason Kahn – Circle
Artist: Jason Kahn Title: Circle Keywords: experimental noise Zurich When I heard these circles by Jason Kahn for the first time I felt honestly worried about…
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5 days ago
Import AI 109: Why solving jigsaw puzzles can lead to better video recognition, learning to spy on people in simulation and transferring to reality, why robots are more insecure than you might think
Fooling object recognition systems by adding more objects: …Some AI exploits don’t have to be that fancy to be effective… How do object recognition systems…
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5 days ago
Do You Want to Know a Secret?
A riff on writing style and rating systems Cropped from source Mark Glickman is a statistician at Harvard University. With Jason Brown of Dalhousie University…
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6 days ago
Beyond the pixel plane: sensing and learning in 3D
Imagine you're building a self-driving car that needs to understand its surroundings. How would you enable your car to perceive pedestrians, bikers, and other…
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6 days ago
Black holes, paradoxes, and computational complexity
(Thanks so much to Scott Aaronson for giving me many pointers, insights, explanations, and corrections that greatly improved this post. As I’m a beginner to…
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6 days ago
Import AI: 108: Learning language with fake sentences, Chinese researchers use RL to train prototype warehouse robots; and what the implications are of scaled-up Neural Architecture Search
Learning with Junk: …Reversing sentences for better language models… Sometimes a little bit of junk data can be useful: that’s the implication of new research…
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6 days ago
Moving Beyond Translation with the Universal Transformer
Posted by Stephan Gouws, Research Scientist, Google Brain Team and Mostafa Dehghani, University of Amsterdam PhD student and Google Research Intern Last year we…
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6 days ago
Now anyone can train Imagenet in 18 minutes · fast.ai
Now anyone can train Imagenet in 18 minutes Written: 10 Aug 2018 by Jeremy Howard Note from Jeremy : I’ll be teaching Deep Learning for Coders at the University…
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6 days ago
Confronting demons of the computer age
In a shift that is roiling typically cocooned computer scientists, some researchers — uneasy in part about the role of technology in the 2016 election — are…
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6 days ago
Academic Activists Send a Published Paper Down the Memory Hole | 3 Quarks Daily
Theodore P. Hill in Quillette : In the highly controversial area of human intelligence, the ‘Greater Male Variability Hypothesis’ (GMVH) asserts that there are…
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6 days ago
Redrawing: String Quartet No.2, by Ben.Harper
New February 2010: Rescreening , a ten-minute music video remake of the installation version of String Quartet No.2 (Canon in Beta) , shown in London in January…
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7 days ago
Article: On The Road: KnobCon 2018 | Cycling '74
Over the course of the years, I've found myself in attendance at a number of music industry trade shows - winter and summer NAMM s, the Frankfurt Musikmesse ,…
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7 days ago
Open Petri Nets (Part 1)
Jade Master and I have just finished a paper on open Petri nets: • John Baez and Jade Master, Open Petri nets . Abstract. The reachability semantics for Petri…
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8 days ago
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