In this example we will design a "measure" layer, that outputs the accuracy and a confusion matrix for a binary problem during training and the accuracy, false positive rate and false negative rate during test/validation. Although Caffe already has a Accuracy layer, sometimes you want some...
This example is a custom data layer, that receives a text file with image paths, loads a batch of images and preprocesses them. Just a quick tip, Caffe already has a big range of data layers and probably a custom layer is not the most efficient way if you just want something simple.
My dataLayer.py...
The goal of backpropagation is to optimize the weights so that the neural network can learn how to correctly map arbitrary inputs to outputs.
Each layer has its own set of weights, and these weights must be tuned to be able to accurately predict the right output given input.
A high level overview ...
from urllib.request import urlopen
from collections import Counter
import re
conn = urlopen('http://textfiles.com/100/dodontae.hum')
lines = conn.readlines()
conn.close()
# readlines() returns byte strings
data = ''.join([line.decode('utf-8') for line in lines])
# replace non-letters ...
Enter command "tsc --init" and hit enter.
Before that we need to compile ts file with command "tsc app.ts" now it is all defined in below config file automatically.
Now, You can compile all typescripts by command "tsc". it will automatically create ".js&q...
public void setCardColorTran(CardView card) {
ColorDrawable[] color = {new ColorDrawable(Color.BLUE), new ColorDrawable(Color.RED)};
TransitionDrawable trans = new TransitionDrawable(color);
if(Build.VERSION.SDK_INT > Build.VERSION_CODES.ICE_CREAM_SANDWICH_MR1) {
card.setB...
public void setCardColorTran(View view) {
ColorDrawable[] color = {new ColorDrawable(Color.BLUE), new ColorDrawable(Color.RED)};
TransitionDrawable trans = new TransitionDrawable(color);
if(Build.VERSION.SDK_INT < android.os.Build.VERSION_CODES.JELLY_BEAN) {
view.setBackgrou...
This module register hello function on hello module. hello function prints Hello world on console with printf and return 1373 from native function into javascript caller.
#include <node_api.h>
#include <stdio.h>
napi_value say_hello(napi_env env, napi_callback_info info)
{
n...
Gui, +AlwaysOnTop +Disabled -SysMenu +Owner ; +Owner avoids a taskbar button.
Gui, Add, Text,, Some text to display.
Gui, Show, NoActivate, Title of Window ; NoActivate avoids deactivating the currently active window.
As already mentioned you can declare an unordered map of any type. Let's have a unordered map named first with string and integer type.
unordered_map<string, int> first; //declaration of the map
first["One"] = 1; // [] operator used to insert the value
first["Two"] = 2...
{$DEFINE MyRuntimeCheck} // Comment out this directive when the check is no-longer required!
// You can also put MyRuntimeCheck in the project defines instead.
function MyRuntimeCheck: Boolean; {$IFNDEF MyRuntimeCheck} inline; {$ENDIF}
begin
result := TRU...
Most Singleton examples use MonoBehaviour as the base class. The main disadvantage is that this Singleton class only lives during run time. This has some drawbacks:
There is no way of directly editing the singleton fields other than
changing the code.
No way to store a reference to other assets...
Suppose you are comparing value with some variable
if ( i == 2) //Bad-way
{
doSomething;
}
Now suppose you have mistaken == with =. Then it will take your sweet time to figure it out.
if( 2 == i) //Good-way
{
doSomething;
}
Then, if an equal sign is accidentally left out, the ...
Create the /etc/init.d/cassandra startup script.
Edit the contents of the file:
#!/bin/sh
#
# chkconfig: - 80 45
# description: Starts and stops Cassandra
# update daemon path to point to the cassandra executable
DAEMON=<Cassandra installed directory>/bin/cassandra
start() {
...
Background
Model Listener hook's are a type of Liferay plugin that listens for events taken on an model and executes code in response. Model Listener hooks are similar to Custom Struts Action hooks in that they respond to an action taken in the portal. However while Struts actions respond to an a...
This example is a sample page that shows how to use Dojo to display a "Hello world" text inside <h1> tag.
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<title>Dojo sample</title>
<script src="//ajax.go...
Action Mailer provides hooks into the interceptor methods. These allow you to register classes that are called during the mail delivery life cycle.
An interceptor class must implement the :delivering_email(message) method which will be called before the email is sent, allowing you to make modificat...
BottomSheet DialogFragment opens up in STATE_COLLAPSED by default. Which can be forced to open to STATE_EXPANDEDand take up the full device screen with help of the following code template.
@NonNull @Override
public Dialog onCreateDialog(Bundle savedInstanceState) {
BottomSheetDialog dialog = ...
If you have:
operator fun <R> String.invoke(block: () -> R) = {
try { block.invoke() }
catch (e: AssertException) { System.err.println("$this\n${e.message}") }
}
You can write the following DSL-like code:
"it should return 2" {
parse("1 + 1").bu...
