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Restore Original Condition Of Acumatica

I want to note how to restore original condition of Acumatica if Unpublish project failed: 1. Restore the content of the App_Data\RollbackFilesfolder to the root folder of the website. 2. Clear the content of the CstPublishedfolder. 3. Delete the files placed in the Cachessubfolder of the App_Cod...

Acumatica Predefined Width Values

Hi, I want to share predefined options for the ColumnWidth property:   • XXS(100px) • XS(150px) • S(200px) • M(250px) • XM(300px) • L(350px) • XL(400px) • XXL(450px) Ready to take your Acumatica development to the next level? Whether you need tailored column widths like XXS (100px) or XXL (4...

Acumatica Can Have Two Views With Main DAC

Hello everybody, today I want to share option, which was shocking for me. I discovered that graph can have more then one dataview for the same main DAC. Here is sample of code form T200 manual: public PXSelect<Product> Products; public PXSelect<Product,  Where<Product.productID,...

Encog Training

Hello everybody, suppose you have read two of my previous notes about network creating and basic input into neural network and now you have huge desire to make training on neural network with Encog. You are on the right way. One of the options which you have to try is the following: va...

Encog Compute

Hello. Some other generalizations of how to use Encog. For getting result of network you can use Compute method: var output = network.Compute(input); If we want to get result of bigger number of items, we can use following construction foreach(var item in trainingSet) { var output = netwo...

Backpropogation Encog

Here is Backpropogation algorithm declaration of Encog: var train = new Backpropogation(network, trainingSet, learningRate, momentum); Today I discovered for myself purpose of momentum paramether.        Here we have error function with global minimum and three local minimums....

How To Add Menu To Button In Acumatica

Hello everybody, today I want to share trick which I call convert Acumatica button into menu. Lets say in graph APBillManager created button in the following way: public PXAction<APBill> Report; If you want to convert it to menu with one item you can do the following: public APBillMana...

Encog Basicmldataset

Hello everybody, today I want to share few words about my learning of Encog. Let's say you have array of 15 doubles: double []s = new double[15]; Then for simple case you can use BasciMLData class: IMLData data = new BasicMLData(s);  Now data can be used to feed data to any neural network.&n...

Normalization And Scaling In Neural Networks

Hello everybody. I'm passing coursera course about neural networks. Today I discovered for myself reason why normalization and scaling in neural networks provides faster learning. Everything is related with error surface and optimization. If to put simply  the task of neural network is to fi...