jekahamster / neuromath

NeuroMath

How to use?

1. First of all, start install.py for automatic libs installing. Or you can install it manually (check lib_versions.txt).

2. After that, you can start MainApp.py

3. At the next, draw you formula and click DO IT button.

4. You can see currect selected symbols (Check information about Finder's below). Click any key on your keyboard

5. If formula was not recognized correctly, correct it in the text field and press Adjust to retrain the program (Check information about Adjusting below)

default.mp4

Capabilities

Settings

settings.json

• OperatorsNetworkPath - path to trained network for operators
• NumbersNetworkPath - path to trained network for numbers
• LettersNetworkPath - path to trained network for letters
• CanvasImg - path to your last canvas image
• NumberLabels - Available numbers
• OperatorLabels - Available operators
• LettersLabels - Available alphabet
• AdjustAll -
  0 - retrain only for incorrect symbols. (For exaple: Prog out: 5in(π) = 0.0, you change to sin(π) = 0.0 and press Adjust, then program retrain only for s: 5 -> s)
  1 - retrain for all symbols (For exaple: Prog out: 5in(π) = 0.0, you change to sin(π) = 0.0 and press Adjust, then program retrain for all sumbols 5 -> s, i -> i, ...)
  Use 1 if model is underfitted (trin model in real time), and 0 for normal models.
  
• FinderMode -
  

Mode	Overmapping	Line feed	Overmapping example	Line feed example
1	YES	NO
2 (recomended)	NO	YES

• WindowWidth - window width in px
• WindowHeight - window height in px
• WindowResizable - True if resizable else False
• Theme - theme Dark \ Light

• PrimaryPalette - Widgets colurs. You can see all possible colors in the PRIMARY_PPALLETES parameter: Pink, Blue, Indigo, BlueGrey, Brown, LightBlue, Purple, Gray, Yellow, LightGreen, DeepOrange, Green, Red, Teal, Orange, Cyan, Amber, DeepPurple, Lime