Computer Science
epub |eng | 2018-09-12 | Author:Mather, Bob [Mather, Bob]

That little arrow on top represents this as a vector, but now… which vectors and don’t vectors come in pairs? Let’s address the “pairs” theory because you are technically right ...
( Category: Machine Theory October 9,2019 )
epub |eng | 2018-09-12 | Author:Marlow, Keith [Marlow, Keith]

#4 Zombie PII Definition : Keeping PII in a system or service on the basis that it might prove useful in the future. Where on examination the information is either ...
( Category: Systems Analysis & Design October 9,2019 )
epub |eng | 2015-09-14 | Author:Louis Rosenfeld

Stemming tools Stemming tools allow users to enter a term (e.g., “lodge”) and retrieve documents that contain variant terms with the same stem (e.g., “lodging,” “lodger”). Natural language processing tools ...
( Category: Internet, Groupware, & Telecommunications October 8,2019 )
epub |eng | 2018-08-10 | Author:Kane, Frank [Kane, Frank]

Using Keras So we've had a look at developing neural networks using Tensorflow’s lower-level APIs, where instead of really thinking about neurons or units, you're thinking more about tensors and ...
( Category: Intelligence & Semantics October 6,2019 )
epub |eng | 2018-08-13 | Author:Arora, Amrinder [Arora, Amrinder]

Question 59. Love (Skip) Thy Neighbor Given a list of n positive numbers, your objective is to select the set of numbers that maximizes the sum of selected numbers, given ...
( Category: Schools & Teaching October 6,2019 )
epub |eng | 2019-09-03 | Author:Matt Harrison

>>> from yellowbrick.model_selection import ( ... ValidationCurve, ... ) >>> fig, ax = plt.subplots(figsize=(6, 4)) >>> vc_viz = ValidationCurve( ... RandomForestClassifier(n_estimators=100), ... param_name="max_depth", ... param_range=np.arange(1, 11), ... cv=10, ... n_jobs=-1, ...
( Category: Machine Theory October 4,2019 )
epub |eng | 2017-09-09 | Author:Needham, Timothy C. [Needham, Timothy C.]

Apart from the curly braces, the dictionary also contains colons (:) throughout. The words to the left of the colons represent keys. Keys can comprise any immutable data type and ...
( Category: Object-Oriented Design October 4,2019 )
epub |eng | 2019-09-27 | Author:Hurley, Richard [Hurley, Richard]

Transportation Vehicles can be connected to the internet. For example, a device on the car can monitor speed and driving habits and transmit this information to the insurance company for ...
( Category: Neural Networks October 3,2019 )
epub |eng | 2019-09-12 | Author:Seth Weidman

mnist_soft = NeuralNetwork( layers=[Dense(neurons=89, activation=Tanh(), weight_init="glorot", dropout=0.8), Dense(neurons=10, activation=Linear(), weight_init="glorot")], loss = SoftmaxCrossEntropy(), seed=20190119) and training the model with the same hyperparameters as before (exponential weight decay from an initial ...
( Category: Machine Theory September 30,2019 )
epub |eng | 2019-04-30 | Author:Jesus Salcedo

As you can see, we have the same number of cases for each of these variables. The most important predictor ended up being the TVs variable, as we can see ...
( Category: Machine Theory September 30,2019 )
epub |eng | 2019-09-26 | Author:Deepak Mukunthu

Figure 5-9. Azure portal—verifying that the deployment to ACI is complete Using the Azure portal, you can navigate to the ACI created and click Containers. You will see the two ...
( Category: Intelligence & Semantics September 30,2019 )
epub |eng | | Author:John Danaher

There is obviously some overlap between these dimensions and the criteria suggested by Clark and Chalmers, but by focusing on the type of information flow, coupling, transparency, personalization, and cognitive ...
( Category: Communism & Socialism September 30,2019 )
epub |eng | | Author:Ekaba Bisong

One-Hot Encoding In a classification problem, one-hot encoding is the process of transforming the class labels of the target variable into a matrix of binary variables. The one-hot encoder assigns ...
( Category: Intelligence & Semantics September 29,2019 )
epub |eng | 2019-08-27 | Author:Boris Scholl

When to Run Which Types of Tests Depending on the CI/CD stage your code is in, you should run different types of tests. The first tests that are usually executed ...
( Category: Software Development September 28,2019 )
epub, pdf |eng | | Author:Brett Lantz

The correlation also seems to be substantially higher: > cor(p.cubist, wine_test$quality) [1] 0.6201015 Furthermore, the model slightly reduced the mean absolute error: > MAE(wine_test$quality, p.cubist) [1] 0.5339725 Although we did ...
( Category: Machine Theory September 24,2019 )