PeterJohnNumPyConnectFour 4+

" PeterJohnNumPyConnectFour "
This's the first Single Cut and the first SpinOFF from
" PeterJohn " Series or " PeterJohnNumPy " Series.

****mainContents;
TutorialSeason005/scripts/s001ConnectFourProVision.py
Human Versus Human;
TutorialSeason005/scripts/s002ConnectFourMctsNumPyGame.py
Human Versus Computer(MCTS NumPy);
TutorialSeason005/scripts/s003ConnectFourMctsCppGame.py
Human Versus Computer(MCTS CPP);
TutorialSeason005/scripts/s004ConnectFourTraining.py
ReinforcementLearning
TutorialSeason005/scripts/s005ConnectFourGame.py
Humand Versus Computer(Pretrained Model)
TutorialSeason005/scripts/s006ConnectFourBlueToothGame.py
Human Versus Human via BlueTooth.

****Omitted Functions;
We Omitted
(1)"New Project",
(2)"New Script" and
(3)"Save Script" functions.
in order to make you be able to Focus on Playing the game "Connect Four" and knowing the power of NumPy and ReinforcementLearning.
When you need the functions above, it's the time for you to Step Up to " PeterJohnNumPy " or " PeterJohnNumPyMatplotlib ".

****About the App Design; We Wanted to Omit to select "TutorialSeason005" at the "ProjectsView";
But We couldNot Omit to select "TutorialSeason005" at the "ProjectsView".
'cause, if we omitted it, RunScriptView CRASHes Only One Time
due to the Problem that python Interpreter CanNot Treat to create Apple Metal Cache Directory Correctly.
so we couldNot Omit to select "TutorialSeason005" at the "ProjectsView".
python Interperter has many Problems such as Difficulty of MultiThreading or Parallel Execution.
but on the other hand,
python grammar is Simple and easy to understand the logic.
We need to focus on many Good things.


****Ezekiel 36:25-29, GNT;
36:25 I will sprinkle clean water on you and make you clean from all your idols and everything else that has defiled you.
36:26 I will give you a new heart and a new mind. I will take away your stubborn heart of stone and give you an obedient heart.
36:27 I will put my Spirit in you and will see to it that you follow my laws and keep all the commands I have given you.
36:28 Then you will live in the land I gave your ancestors. You will be my people, and I will be your God.
36:29 I will save you from everything that defiles you. I will command the grain to be plentiful,
so that you will Not have any more famines.
36:30 I will increase the yield of your fruit trees and your fields, so that there will be No more famines to disgrace you among the nations.

Go Forward along the Path which Holy Spirit Showed You.
--Yassun