background preloader

Deep Learning

Deep Learning

http://deeplearning.net/

Related:  Deep LearningAIComputer SciencePython

Overview — Pylearn2 dev documentation This page gives a high-level overview of the Pylearn2 library and describes how the various parts fit together. First, before learning Pylearn2 it is imperative that you have a good understanding of Theano. Before learning Pylearn2 you should first understand: How Theano uses Variables, Ops, and Apply nodes to represent symbolic expressions.What a Theano function is.What Theano shared variables are and how they can make state persist between calls to Theano functions. Once you have that under your belt, we can move on to Pylearn2 itself.

Stephen Hawking, Elon Musk, and Bill Gates Warn About Artificial Intelligence Hillary Clinton at the Iowa State Fair on August 15, 2015 in Des Moines, Iowa. (Photo by Win McNamee/Getty Images) The meme that now seems to be dominating much of the media coverage of the Democratic Primary is that pundits and experts are underestimating Bernie Sanders’s chances of winning the Democratic nomination for president. 6 Ways to Reduce Size of Excel Files Steps Method 1 of 6: Try Some Easy Fixes Size of Excel Files Step 1 Version 3.360p.mp4- Watch a 10 second video1Check for formatting on unused cells. By deleting all unused rows to the bottom of the document on each worksheet, you can greatly reduce the file size. Ad Size of Excel Files Step 2 Version 3.360p.mp4- Watch a 10 second video2Save the file to Excel in binary (.xlsb). Doing this structures the workbook into a compressed folder that has many binary files.

stopwords 0.1.3 Package Index > stopwords > 0.1.3 Not Logged In Status Deep Learning Tutorials — DeepLearning 0.1 documentation Deep Learning is a new area of Machine Learning research, which has been introduced with the objective of moving Machine Learning closer to one of its original goals: Artificial Intelligence. See these course notes for a brief introduction to Machine Learning for AI and an introduction to Deep Learning algorithms. Deep Learning is about learning multiple levels of representation and abstraction that help to make sense of data such as images, sound, and text. For more about deep learning algorithms, see for example: The tutorials presented here will introduce you to some of the most important deep learning algorithms and will also show you how to run them using Theano. Theano is a python library that makes writing deep learning models easy, and gives the option of training them on a GPU.

Welcome — Theano 0.6 documentation How to Seek Help¶ The appropriate venue for seeking help depends on the kind of question you have. How do I? The AI Revolution: Road to Superintelligence PDF: We made a fancy PDF of this post for printing and offline viewing. Buy it here. (Or see a preview.) 10 Programming Languages You Should Learn in 2014 The tech sector is booming. If you've used a smartphone or logged on to a computer at least once in the last few years, you've probably noticed this. As a result, coding skills are in high demand, with programming jobs paying significantly more than the average position. Even beyond the tech world, an understanding of at least one programming language makes an impressive addition to any resumé. The in-vogue languages vary by employment sector. Financial and enterprise systems need to perform complicated functions and remain highly organized, requiring languages like Java and C#.

Regular expressions 1. Special characters The following characters are the meta characters that give special meaning to the regular expression search syntax: \ the backslash escape character. The backslash gives special meaning to the character following it. For example, the combination "\n" stands for the newline, one of the control characters. The combination "\w" stands for a "word" character, one of the convenience escape sequences while "\1" is one of the substitution special characters.

gnumpy (Russian / Romanian / Belarussian translations by various people) Gnumpy is free software, but if you use it in scientific work that gets published, you should cite this tech report in your publication. Download: gnumpy.py (also be sure to have the most recent version of Cudamat) Documentation: here. Do you want to have both the compute power of GPU's and the programming convenience of Python numpy? Reaching Enlightenment I. Cid’s brain is an instance of a Deep Boltzmann Machine (DBM). In a DBM, the connections amongst the visible and hidden units have a particular structure. This structure removes connections from a fully connected model such that layers in the network can be naturally defined. In a DBM, each layer has no connections amongst its units. Each unit in a layer is connected to every unit in both the layers immediately above and immediately below.

Related:  science and technologyArtificial Intelligence