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Intelligence & Semantics
Go Machine Learning Projects by Xuanyi Chew
epub |eng | 2018-11-29 | Author:Xuanyi Chew [Xuanyi Chew]

( Category: Machine Theory August 7,2019 )
Neural Network Projects with Python by James Loy;
epub |eng | 2019-02-28 | Author:James Loy; [Неизв.]

INPUT_SIZE = 128 # Change this to 48 if the code takes too long to run vgg16 = VGG16(include_top=False, weights='imagenet', input_shape=(INPUT_SIZE,INPUT_SIZE,3)) Note that we used include_top=False when we created a ...
( Category: Neural Networks August 6,2019 )
Augmented Mind by Alex Bates
epub |eng | 2018-10-02 | Author:Alex Bates [Bates, Alex]

Decision Paralysis and the Paradox of Choice As psychologist Barry Schwartz explains in his book The Paradox of Choice, people don’t like having to make too many decisions. In western ...
( Category: Intelligence & Semantics August 2,2019 )
Practical Convolutional Neural Networks by Md. Rezaul Karim Mohit Sewak Pradeep Pujari
epub |eng | 2018-02-26 | Author:Md. Rezaul Karim,Mohit Sewak,Pradeep Pujari

For this we will be using the Belgian traffic dataset (BelgiumTS for Classification (cropped images)). This dataset can be download from http://btsd.ethz.ch/shareddata/. Here are a quick glimpse about the traffic ...
( Category: Intelligence & Semantics July 27,2019 )
Hands-On Deep Learning for IoT by Mohammad Abdur Razzaque PhD
epub |eng | 2019-06-27 | Author:Mohammad Abdur Razzaque, PhD

Exploratory analysis The exploratory analysis of data using the Python pandas library provides many powerful features–no doubt. However, using df.describe(), df.dtypes, or using df.isnull().sum() and plotting them separately is always ...
( Category: Neural Networks July 23,2019 )
Talking to Robots by David Ewing Duncan
epub |eng | 2019-07-15 | Author:David Ewing Duncan

MARS (DAEMON) BOT It was disappointing that space travel in the future turned out to be less glamorous than in science fiction. “Take us to Star Base 32, Warp 6, ...
( Category: Robotics & Automation July 23,2019 )
The Technology Trap: Capital, Labor, and Power in the Age of Automation by Carl Benedikt Frey
epub, pdf |eng | 2019-06-17 | Author:Carl Benedikt Frey

When occupational skills are replaced by machines, the investment workers have made in building up the human capital associated with that occupation has gone industrially bankrupt. A worker displaced from ...
( Category: Intelligence & Semantics July 22,2019 )
Generative Deep Learning by David Foster
epub |eng | 2019-07-02 | Author:David Foster

bash ./scripts/download_cyclegan_data.sh monet2photo This time we will use the parameter set shown in Example 5-7 to build the model: Example 5-7. Defining the Monet CycleGAN gan = CycleGAN( input_dim = ...
( Category: Machine Theory July 20,2019 )
Artificial Intelligence: Modern Magic or Dangerous Future? by Yorick Wilks
epub |eng | 2019-06-05 | Author:Yorick Wilks [Wilks, Yorick]

All the methods in the list above had effects on NLP and AI generally; all made very large-scale claims that the NLP problem was essentially solved; none produced the results ...
( Category: Intelligence & Semantics July 17,2019 )
Machine Learning by Tutorials by By Audrey Tam & Matthijs Hollemans & By Matthijs Hollemans & By Audrey Tam & By Chris LaPollo
epub |eng | | Author:By Audrey Tam & Matthijs Hollemans & By Matthijs Hollemans & By Audrey Tam & By Chris LaPollo

This SFrame object contains a row for each image, as well as the path of the folder the images were loaded from. This SFrame should contain 4838 images. Verify this ...
( Category: Machine Theory July 17,2019 )
Playing Smart by Julian Togelius
epub, pdf |eng | 2018-11-05 | Author:Julian Togelius

Trial and Error on Speed Evolutionary computation can be described as a process of massive trial and error. It seems to be an enormously wasteful process—all those neural nets that ...
( Category: Intelligence & Semantics July 14,2019 )
Neural Networks with Keras Cookbook by V Kishore Ayyadevara
epub |eng | 2019-02-27 | Author:V Kishore Ayyadevara [V Kishore Ayyadevara]

( Category: Neural Networks July 14,2019 )
Machine Learning for Finance by Jannes Klaas
epub |eng | | Author:Jannes Klaas

Max sequence length for inputs: 16 Max sequence length for outputs: 59 Now we prepare input and output data for our model. encoder_input_data is a 3D array of shape (num_pairs, ...
( Category: Neural Networks July 7,2019 )
Meta-Analytics by Steven Simske
epub |eng | 2019-03-09 | Author:Steven Simske [Steven Simske]

( Category: Intelligence & Semantics July 7,2019 )
Quantum Computing for Everyone by Chris Bernhardt
epub, pdf |eng | 2019-02-22 | Author:Chris Bernhardt

6 Classical Logic, Gates, and Circuits In this chapter we briefly study classical computation, presenting the ideas in roughly chronological order. We start with boolean functions and logic, first introduced ...
( Category: Intelligence & Semantics July 3,2019 )

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