A simple machine learning application for demo purpose. It allows you to see how machine learning will understand patterns. Seeing de input and the output.
These instructions will get you a copy of the project up and running on your local machine.
You can clone this repository, then If you have node you can install this aplication dependences with npm. In the application folder in the console type npm install.
By default it comes with a already treined net that will try predic the next number from 0 to 10. Try it. Type:
node net runWhen asked type 1 Enter, 2 Enter, 3 Enter, 4 Enter. The expected result from this sample is 5.
In the sample folder there is a file named "default.txt" this file has a demo sample for the SimpleMLApplication.
You can edit it with any sequence of integer numbers you want to, one in each line, but I suggest you type at most 20 number at first, since a large sample will take a large amount of time to be processed. Once you have changed the sample file you can type.
node net trainto update the net. If you want save it as a new net you can use the -o parameter.
node net train -o path-for-your-fileYou can also use other file as sample using the parameter -i to set a path for your file.
node net train -i path-for-your-fileIf you specify the -n paramenter the net will be saved in the trained folder and you can run it with the command run
node net run name-of-the-net-you-createdYou can use the command list to list all trained net availables
you can also type help to get help.
Node js 8.0 or higher npm robot.js
We use SemVer for versioning. For the versions available, see the tags on this repository.
- Joel Ferraz - Initial work - JoelIF
This project is licensed under the Apache 2.0 - see the LICENSE.md file for details