Hello everybody,
today I want to write short summary of how to reduce overfitting. Here it goes:
Weight decay.
Weight sharing
Early stopping of training
Model averaging
Bayesian fitting of NN
Dropout
Generative pre-training
Some explanations about some points.
Weight decay stands for keeping w...
Hello everybody,
today I want to write a short note on types of fields in Dynamics CRM.
So, below goes list of types:
Single line of text
Multiple line of text
Option set
Two options
Whole numbers
Floating point
Decimal
Currency
Date and Time
Lookup
Names of them are pretty self-explanatory, bu...
Hello everybody,
today I want to document perceptron learning algorithm for classifications
Below goes following steps for teaching perceptron.
Add one more column with value to 1 to each input row.
Pick training cases according to some rules that gives you guarantee that every training case wil...
Hello everybody,
today I want to describe web services of Dynamics CRM. If you have access to some instance of Dynamics CRM.
If you follow the way Settings -> Customizations, and then choose development resources, you'll discover for yourself interesting set of urls, similar to the follo...
Hello everybody,
today I want to write few words about formatting strings in PowerShell.
Consider the following example:
"Today is $(Get-Date). Enjoy your life"
Output will be the following:
Today is 08/23/2016 16:04:18. Enjoy your life
So, if you want to call some PowerShell function, yo...
Hello everybody,
today I want to write few words about standards of normal distribution in statistics.
Take a look at the picture:
This picture says the following. If you have normal distribution, than 68% of data fall in range - σ
Ready to take your Acumatica experience...
Hello everybody,
Today I want to write few words about federation security.
So, imaging following situation. You work in one company, which partners with one or two others. And Both of them provide some kind of IT services.
One of the ways of dealing with such situation is make for each IT servic...
Hello everybody,
today I want to write few words about what is token.
If to put very simple statement, token is a set of bytes that express information about some subject ( as usually it is user ).
This information consists of one or more claims. Each claim contains information about subject.&nbs...
Hello everybody,
today I want to share a short notice on unions calculations in statistics by example of the following puzzle:
You are picking flowers from a garden. The garden contains flowers of varying colors, including flowers that are completely blue, flowers that are completely pink,...
Hello everybody,
today I want to put some light on puzzlewords related to Windows Azure.
Quite often many people are puzzled by statements SaaS, PaaS, IaaS. If you need quickly understand what those words mean,
just look at the picture.
If to decipher them with examples, then
SaaS ex...