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Top Deep Learning Projects
A list of popular github projects related to deep learning (ranked by stars automatically). Please update list.txt (via pull requests) Project Name Stars Description tensorflow 44154 Computation using data flow graphs for scalable machine learning caffe 15611 Caffe: a fast open framework for deep learning. neural-style 12491 Torch implementation... Read more
Catching up with Ryan Compton, Head of Applied Machine Learning at Clarifai
Okay. So, give us a little preview of the talk and the sort of the topics you’re hitting. Basically what it is, is over the course of the past twenty or thirty years, we’ve been having these problems where you have a computer, it’s connected to a network, suddenly... Read more
Today’s Weak AI Lacks Intelligence
While Deep Learning and other ANN-based methods of machine learning have produced some amazing capabilities over the past decade, they still leave me wanting more intelligence than they can deliver. The “point neuron” used in ANN is based on an understanding of neuroscience we had back in the 1970s.... Read more
Learning Effects, Network Effects and Runaway Leaders
There’s a new economic force at work in the machine learning revolution that is capable of generating increasing returns to scale, much as network effects did in the internet revolution. This force is automated learning, and its business impact comes in the form of learning effects: the more a... Read more
Understanding and Optimizing Neural Network Hyperparameters Series The learning rate The Neurons Other parameters, and optimizing   In the other parts I have explained the main hyperparameters used to train a neural network, and how they can contribute to the networks success. However, optimizing these values can be tedious.... Read more
Intro In this part 2 will discuss how neural nets are structured, how the structure can affect the success of a model, and why. The actual design of a neural network is very much determined by the data that’s supplied. You will already know how outside layers are formed,... Read more
Intro. How I Plan to Teach Myself Deep Learning Using Only Free Resources Learning Deep Learning Series Part 1: Videos Learning Deep Learning Part 2: Online Courses Learning Deep Learning Part 3: Github Repos This is the third and final part in a series of articles called “Learning Deep... Read more
Introduction to the series When first trying to understand a neural network, one of the most debated and perhaps mysterious aspects of them are the parameters that contribute to their success. These parameters are for you to ultimately decide. As it stands, they tend to be determined by obvious... Read more
How Automation is Going to Redefine What it Means to Work
IN BRIEF The time for machines to take over most of humanity’s work is rapidly approaching. The world is woefully unprepared to deal with the implications that automation will have over the coming decades. Universal basic income is just beginning to be discussed, and automation has the potential to... Read more
Facelyzr Deep Learning Project
Introduction     Deep learning is a phrase that follows us everywhere. Even the non-technical people are aware how artificial intelligence can change our world. I totally agree with Andrew Ng that “AI is the new electricity” and that it can make our world better. Especially that part where... Read more