PeterJohnNumPyMatplotlib

December 23, 2023

"LSTMtrainingMatplotlibPyPlot" Version; we Added an Example which shows LSTM Training Result Using "matplotlib.pyplot". Please Check the example Below. TutorialSeason006/scripts/s006LSTMtrainingMatplotlibPyPlot.py Enjoy DeepLearning, Enjoy NumPy, Enjoy PeterJohnNumPyMatplotlib. --Yassun

December 22, 2023

"in LandScape mode, inputResultLabel, Position of Cursor BugFixed" and "Stopped PyFinalizeEx(()" Version; (1) In LandScape mode, at the InputResultLabel, position of Cursor was Wrong, we Fixed the Bug at this time. (2)we Stopped PyFinalizeEx() 'cause the python Script which uses Thread in the LandScape mode will CRASH When it executes PyFinalizeEx(). ****Ezekiel 34:3-6, GNT; 34:3 You drink the milk, wear clothes made from the wool, and kill and eat the finest sheep. But you never tend the sheep. 34:4 You have not taken care of the weak ones, healed the ones that are sick, bandaged the ones that are hurt, brought back the ones that wandered off, or looked for the ones that were lost. Instead, you treated them cruelly. 34:5 Because the sheep had no shepherd, they were scattered, and wild animals killed and ate them. 34:6 So my sheep wandered over the high hills and the mountains. They were scattered over the face of the earth, and no one looked for them or tried to find them. Even if you live in the evil country which Evil Emperor rules, You MustNot Lose the Hope that King Jesus comes. --Yassun

December 17, 2023

Tutorial ReArranged Version; some of scripts were Moved or ReNumbered at this time. **1of4; TutorialSeason001/scripts/s08pjBlueTooth.py was Moved from TutorialSeason005. 'cause both 'pjBlueTooth' module and 'pjBlueToothClass.py' doNot Need " NumPy ". **2of4; The four scripts Below were moved from TutorialSeason003, in order to begin Tutorial About " NumPy " from TutorialSeason004. TutorialSeason004/scripts/s001PreparingTrainingPlot.py TutorialSeason004/scripts/s002LSTMtrainingPlot.py TutorialSeason004/scripts/s003CartPoleNoLearning.py TutorialSeason004/scripts/s004CartPolePolicyGradient.py **3of4; The four scripts Below were ReNumbered. TutorialSeason004/scripts/s005SquashPolicyGradient.py TutorialSeason004/scripts/s006SquashRMSprop.py TutorialSeason004/scripts/s007SquashAdaBound.py **4of4; The one script Below was ReNumbered. TutorialSeason005/scripts/s006ConnectFourBlueToothGame.py ****So we Updated Below;; 'cause TutorialSeason001/scripts/s08pjBlueTooth.py was Moved from TutorialSeason005 and 'cause TutorialSeason005/scripts/s006ConnectFourBlueToothGame.py was ReNumbered. **** "pjBlueTooth" and "pjConnectFourBlueTooth" Version; Now You Can Use "pjBlueTooth" on PeterJohnNumPy. And You Can Play "pjConnectFour" by Two People Using "pjBlueTooth". We Added "pjBlueTooth" module and "pjBlueToothClass" at this time in order to use Apple's CoreBlueTooth on PeterJohnNumPy. ****1of2; pjBlueTooth; This is a Basic Module to use Apple's CoreBlueTooth on PeterJohnNumPy. bindOpponentDeviceNamesUpdated() bindPeripheralMgrDidReceiveWrite() init() selectOpponentDeviceByUUID() sendMsgStr() cleanUp() ****2of2; pjBlueToothClass.py This is a Basic Class to use "pjBlueTooth" Module on PeterJohnNumPy. blueToothInit(self) opponentDeviceNamesUpdated(self, opponentDeviceNamesCsvStr) keyPress(self, eventKeySym) peripheralMgrDidReceiveWrite(self, msgStr) afterConnected(self) clickFirst(self, eventNum) ****TutorialSeason001/scripts/s08pjBlueTooth.py; This is the First Example to Show How to Use both "pjBlueTooth" module and "pjBlueToothClass". ****pjConnectFourBlueToothGameClass.py; This is a SubClass of "pjBlueToothClass", which extends "pjBlueToothClass" in order to Play the "ConnectFour" Using "pjBlueTooh" by Two People. This is Used in the "s007ConnectFourBlueToothGame.py". ****TutorialSeason005/scripts/s006ConnectFourBlueToothGame.py This is the Second Example to Show How to Use both "pjBlueTooth" module and "pjBlueToothClass". Now You Can Play "ConnectFour" by Two People. ****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

December 16, 2023

"pjBlueTooth" and "pjConnectFourBlueTooth" Version; Now You Can Use "pjBlueTooth" on PeterJohnNumPy. And You Can Play "pjConnectFour" by Two People Using "pjBlueTooth". We Added "pjBlueTooth" module and "pjBlueToothClass" at this time in order to use Apple's CoreBlueTooth on PeterJohnNumPy. ****1of2; pjBlueTooth; This is a Basic Module to use Apple's CoreBlueTooth on PeterJohnNumPy. bindOpponentDeviceNamesUpdated() bindPeripheralMgrDidReceiveWrite() init() selectOpponentDeviceByUUID() sendMsgStr() cleanUp() ****2of2; pjBlueToothClass.py This is a Basic Class to use "pjBlueTooth" Module on PeterJohnNumPy. blueToothInit(self) opponentDeviceNamesUpdated(self, opponentDeviceNamesCsvStr) keyPress(self, eventKeySym) peripheralMgrDidReceiveWrite(self, msgStr) afterConnected(self) clickFirst(self, eventNum) ****s006pjBlueTooth.py; This is the First Example to Show How to Use both "pjBlueTooth" module and "pjBlueToothClass". ****pjConnectFourBlueToothGameClass.py; This is a SubClass of "pjBlueToothClass", which extends "pjBlueToothClass" in order to Play the "ConnectFour" Using "pjBlueTooh" by Two People. This is Used in the "s007ConnectFourBlueToothGame.py". ****s007ConnectFourBlueToothGame.py; This is the Second Example to Show How to Use both "pjBlueTooth" module and "pjBlueToothClass". Now You Can Play "ConnectFour" by Two People. ****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

November 20, 2023

PlotlyGraphObjects and pjWebView Version; ***1of2; Now You Can Plot with PlotlyGraphObjects. **Not Yet Implemented Features; (1) PlotlyExpress, 'cause, though it Needs "Pandas", but PeterJohnNumPy hasNot Yet Had "Pandas", "Pandas" isNot PurePython Library. instead of PlotlyExpress, Use PlotlyGraphObjects. (2) Write Image Function; 'cause, though it Needs "Kaleido", but PeterJohnNumPy hasNot Yet Had "Kaleido", "Kaleido" isNot PurePython Library. instead of Write Image Function, Use Write HTML Function. ****2of2; We Added pjWebView. pjWebView is Easier to Show some of Image files than Using pjTkInter.createSprite() . Since pjTkInter.createSprite() uses SpriteKIt and SpriteKit Caches Image FileName, SpriteKit has Needed to change image FileName in order to change image. Use pjWebView  in order to Show HTML file which is outputted from PlotlyGraphObjects or to Show some of Image files such as PNG file which is outputted from Matplotlib. Enjoy NumPy, Enjoy ReinforcementLearning, Enjoy PeterJohnNumPyMatplotlib. --Yasushi Yassun Obata

November 11, 2023

" TutorialSeason005/scripts/s005ConnectFourGame.py " Modification Version;; it's difficult to explain about this version. (1)First, run "TutorialSeason005/scripts/s005ConnectFourGame.py". you will see the error message, "There wasNot Trained Model. Please Create Trained Model Using 's004ConnectFourTraining.py' " (2)Second, run "TutorialSeason005/scripts/s004ConnectFourTraining.py". (3)Third, run "TutorialSeason005/scripts/s005ConnectFourGame.py". But you haveNot been Able to begin a New Game So Far. So we Added a Message Below, "Though you Touched Button 'One' or Button 'Two', if you canNot begin a New Game, Please ReStart this App." After ReStarted this App, you Can begin a New Game. we Added just one Message. but if there wasNot the Message, you willNot have been Able to begin any New Game. That's it. --Yassun.

November 6, 2023