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Understanding Neural Networks Through Deep Visualization
Research portfolio and personal page for Jason Yosinski
New
The latest blog posts to take off on Hacker News. 3,092 posts.
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Why Deep Learning Works II: the Renormalization Group
Deep Learning is amazing. But why is Deep Learning so successful? Is Deep Learning just old-school Neural Networks on modern hardware? Is it just that we have so much data now the methods work b…
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Abstractions my Deep Learning word2vec model made
A blog on programming C#, REST, WCF, ASP.NET Web API and software architecture
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The Unreasonable Effectiveness of Recurrent Neural Networks
Musings of a Computer Scientist.
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Using Waifu2x to Upscale Japanese Prints
In my spare time I’ve been working on a database of Japanese prints for a little over 3.5 years now. I’m fully aware that I’ve never actually written about this, personally very important, project on my blog — until now. Unfortunately this isn’t a post explaining that project. I do still hope to write more about the…
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Top data mining algorithms in plain English
Today, I'm going to explain in plain English the top 10 most influential data mining algorithms as voted on by 3 separate panels in this survey paper. Once you know what they are, how they work, what they do and where you ... Read More
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The state of Computer Vision and AI: we are really, really far (2012)
Musings of a Computer Scientist.
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Data Science from Scratch: First Principles with Python
I am super-excited to announce that the book I've been working on for more than the last year, Data Science from Scratch: First Principles with Python is finally available! (buy from O'Reilly, use...
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NHL goal celebration hack: real-time machine learning and hue light show
This post does a deep dive on the **epic goal celebration hack**. In a single sentence, I trained a machine learning model to detect in real-time that a goal was just scored by the Habs based on the live audio feed of a game and to trigger a light show using Philips hues in my living room.
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The State of Probabilistic Programming
For two weeks last July, I cocooned myself in a hotel in Portland, OR, living and breathing probabilistic programming as a “student” in the probabilistic programming summer school run by DARPA. The…
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Deep Learning vs. Probabilistic Graphical Models vs. Logic
A Blog about Deep Learning, Computer Vision, and the algorithms that are shaping the future of Artificial Intelligence.
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Deep Learning, NLP, and Representations
neural networks , deep learning , representations , NLP , recursive neural networks
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Deep Learning vs. Machine Learning vs. Pattern Recognition
For Data Scientists: Machine Learning vs Deep Learning discussion, Deep Learning vs Machine Learning, and what is difference between machine learning, pattern recognition, computer vision, robotics, and artificial intelligence.
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What you wanted to know about AI
Recently a number of famous people, including Bill Gates, Stephen Hawking and Elon Musk, warned everybody about the dangers of machine intelligence. …
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Life Lessons from Machine Learning
What comes to mind when you hear the term “Machine Learning”? A bunch of programmers hunched over their computers in a dark room, working on something completely virtual & divorced from reality…
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Neurons Gone Wild
To reject gods and spirits is easy: just bully them away in the name of science.
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Technology predictions
Some of these are probably apocryphal, but making predictions about the limits of technology is really hard: Space travel is utter bilge. - Dr. Richard van der Reit Wooley, space advisor to...
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Machine intelligence, part 2
This is part two of a a two-part post—the first part is here. THE NEED FOR REGULATION Although there has been a lot of discussion about the dangers of machine intelligence recently, there...
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Beginning deep learning with 500 lines of Julia
It has been a year and a half since I wrote the first version of this tutorial and it is time for an update. Knet (pronounced “kay-net”)...
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The AI Revolution: Our Immortality or Extinction
Part 2: "Our Immortality or Our Extinction". When Artificial Intelligence gets superintelligent, it's either going to be a dream or a nightmare for us.
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Machine intelligence, part 1
This is going to be a two-part post—one on why machine intelligence is something we should be afraid of, and one on what we should do about it. If you’re already afraid of machine intelligence,...
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Bayes' Theorem with Lego
Find Bayes' Theorem confusing? Let's break down this famous formula using Lego to help you build up a better intuition for this foundational concept!
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Automating Tinder with Eigenfaces
The website of Justin Long. Crockpotveggies is a collection of notes about Justin's own projects.
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Compiling Julia for NVIDIA GPUs
For the few last months, I have been working on CUDA support for the Julia language . It is now possible to write kernels in Julia and without much hassle execute them on a NVIDIA GPU, but there are still many limitations.
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Formal Theory of Creativity and Fun and Intrinsic Motivation Explains Science, Art, Music, Humor (Juergen Schmidhuber). Artificial Scientists, Artificial Artists, Developmental Robotics, Curiosity, Attention, Surprise, Novelty, Discovery, Open-Ended Learning, Formal Theory of Beauty, Creating Novel…
Formal Theory of Creativity & Fun & Intrinsic Motivation (1990-2010) by Jürgen Schmidhuber
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Real-time Drone object tracking using Python and OpenCV
After flying this past weekend (together with Gabriel and Leandro) with Gabriel's drone (which is an handmade APM 2.6 based quadcopter) in our town (Porto Alegre, Brasil), I decided to implement a tracking for objects using OpenCV and Python and check how the results would be using simple and fast methods like…