Tutorial by Examples: t

Math behind 1D convolution with advanced examples in TF

`To calculate 1D convolution by hand, you slide your kernel over the input, calculate the element-wise multiplications and sum them up. The easiest way is for padding=0, stride=1 So if your input = [1, 0, 2, 3, 0, 1, 1] and kernel = [2, 1, 3] the result of the convolution is [8, 11, 7, 9, 4], whic...

tensorflow • Using 1D convolution

Installation or Setup

Detailed instructions on getting openui5 set up or installed.

openui5 • Getting started with openui5

Build Step

Steps: Generate a Base 64 keyfile for Mongo node authentication. Place this file in chef data_bags Go to chef suppermarket and download docker cookbook. Generate a custom cookbook (e.g custom_mongo) and add depends 'docker', '~> 2.0' to your cookbook's metadata.rb Create an attribu...

Docker • How to Setup Three Node Mongo Replica using Docker Image and Provisioned using Chef

GEODIST

The GEODIST command allows a user to determine the distance between two members within a geospatial index while specifying the units. To find the distance between two meetup cities: GEODIST meetup_cities "San Francisco" "Denver" mi

redis • Geo

No padding, strides=1

This is the most basic example, with the easiest calculations. Let's assume your input and kernel are: When you your kernel you will receive the following output: , which is calculated in the following way: 14 = 4 * 1 + 3 * 0 + 1 * 1 + 2 * 2 + 1 * 1 + 0 * 0 + 1 * 0 + 2 * 0 + 4 * 1 6 = 3 * 1 ...

tensorflow • Math behind 2D convolution with advanced examples in TF

Some padding, strides=1

Padding is just a fancy name of telling: surround your input matrix with some constant. In most of the cases the constant is zero and this is why people call it zero padding. So if you want to use a padding of 1 in our original input (check the first example with padding=0, strides=1), the matrix wi...

tensorflow • Math behind 2D convolution with advanced examples in TF

Padding and strides (the most general case)

Now we will apply a strided convolution to our previously described padded example and calculate the convolution where p = 1, s = 2 Previously when we used strides = 1, our slided window moved by 1 position, with strides = s it moves by s positions (you need to calculate s^2 elements less. But in...

tensorflow • Math behind 2D convolution with advanced examples in TF

Defining a LUIS Model with Intents

Creating a LUIS Model requires little to no programming experience. However, you need to be familiar with 2 important terms that will be used extensively. Intents - These are how you identify functions that need to be executed when the user types in something. Eg - An intent named Hi will identif...

botframework • Adding Natural Language Processing

A simple test written with xUnit.net

using Xunit; namespace MyFirstUnitTests { public class TestClass { [Fact] public void PassingTest() { Assert.Equal(4, Add(2, 2)); } [Fact] public void FailingTest() { Assert.Equal(5, Add(2, 2)); ...

xunit • Getting started with xunit

Step By Step process

Parallel Testing with Appium using GRID: I will describe the way which worked for me. Create Selenium Grid with Appium Setup the selenium grid Download selenium standalone server jar on local file system Open your terminal and navigate to the directory to where you placed the jar file and exe...

appium • Parallel Testing in Appium

Getting started

A-Frame can be developed from a plain HTML file without having to install anything! A great way to try out A-Frame to remix the starter example on Glitch, an online code editor that instantly hosts and deploys for free. Or create an .html file and include A-Frame in the head: <html> <he...

aframe • Getting started with aframe

Notification Channel

What Are Notification Channels? Notification channels enable us app developers to group our notifications into groups—channels—with the user having the ability to modify notification settings for the entire channel at once. For example, for each channel, users can completely block all notifications...

Android • Notification Channel Android O

Connecting to a GATT Server

Once you have discovered a desired BluetoothDevice object, you can connect to it by using its connectGatt() method which takes as parameters a Context object, a boolean indicating whether to automatically connect to the BLE device and a BluetoothGattCallback reference where connection events and cli...