Add debug signature to APK file

resign.bat:

set curdir=resign
set zipalign=C:\android-sdk\tools\zipalign.exe

set filename=%~n1
set fullpath=%~f1

cd /d %curdir%

rmdir /S /Q unpack
mkdir unpack

cd unpack
copy %fullpath% .\%filename%.apk

REM extract apk file and remove the existing signature
jar xf %filename%.apk
del /F /Q META-INF\CERT.*

del /F /Q %filename%.apk

REM re-create the apk file
jar cf %filename%.apk .

REM add the debug signature and the allias name should be androiddebugkey
jarsigner -verbose -keystore ..\debug.keystore -storepass android -keypass android %filename%.apk androiddebugkey

%zipalign% -v -f 4 %filename%.apk %filename%-signed-aligned.apk


C:\Users\Administrator\Desktop\apktool>java -jar apktool_2.11.1.jar b ys_out --copy-original -o patched.apk I: Using Apktool 2.11.1 on patched.apk with 8 threads I: Checking whether sources have changed... I: Checking whether sources have changed... I: Smaling smali folder into classes.dex... I: Checking whether sources have changed... I: Checking whether resources have changed... I: Building resources with aapt2... W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-hdpi\ic_launcher.png: error: failed to read PNG signature: file does not start with PNG signature. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-hdpi\ic_launcher.png: error: file failed to compile. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-hdpi\ic_launcher_foreground.png: error: failed to read PNG signature: file does not start with PNG signature. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-hdpi\ic_launcher_foreground.png: error: file failed to compile. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-hdpi\ic_launcher_round.png: error: failed to read PNG signature: file does not start with PNG signature. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-hdpi\ic_launcher_round.png: error: file failed to compile. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-mdpi\ic_launcher.png: error: failed to read PNG signature: file does not start with PNG signature. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-mdpi\ic_launcher.png: error: file failed to compile. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-mdpi\ic_launcher_foreground.png: error: failed to read PNG signature: file does not start with PNG signature. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-mdpi\ic_launcher_foreground.png: error: file failed to compile. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-mdpi\ic_launcher_round.png: error: failed to read PNG signature: file does not start with PNG signature. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-mdpi\ic_launcher_round.png: error: file failed to compile. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-xhdpi\ic_launcher.png: error: failed to read PNG signature: file does not start with PNG signature. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-xhdpi\ic_launcher.png: error: file failed to compile. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-xhdpi\ic_launcher_foreground.png: error: failed to read PNG signature: file does not start with PNG signature. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-xhdpi\ic_launcher_foreground.png: error: file failed to compile. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-xhdpi\ic_launcher_round.png: error: failed to read PNG signature: file does not start with PNG signature. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-xhdpi\ic_launcher_round.png: error: file failed to compile. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-xxhdpi\ic_launcher.png: error: failed to read PNG signature: file does not start with PNG signature. W: C:\Users\Administrator\Desktop\apktool\ys_out\res\mipmap-xxhdpi\ic_launcher.png: error: file failed to compile. Exception in thread "main" brut.androlib.exceptions.AndrolibException: brut.common.BrutException: could not exec (exit code = 1): [C:\Users\Administrator\AppData\Local\Temp\brut_util_Jar_157669682827589415782199892265289432549.tmp, compile, --dir, C:\Users\Administrator\Desktop\apktool\ys_out\res, --legacy, -o, C:\Users\Administrator\Desktop\apktool\ys_out\build\resources.zip] at brut.androlib.AaptInvoker.invoke(SourceFile:106) at brut.androlib.ApkBuilder.buildResources(SourceFile:352) at brut.androlib.ApkBuilder.build(SourceFile:93) at brut.apktool.Main.main(SourceFile:322) Caused by: brut.common.BrutException: could not exec (exit code = 1): [C:\Users\Administrator\AppData\Local\Temp\brut_util_Jar_157669682827589415782199892265289432549.tmp, compile, --dir, C:\Users\Administrator\Desktop\apktool\ys_out\res, --legacy, -o, C:\Users\Administrator\Desktop\apktool\ys_out\build\resources.zip] at brut.util.OS.exec(SourceFile:143) at brut.androlib.AaptInvoker.invoke(SourceFile:102) ... 3 more ys_out\smali\com\example\floatingball\FloatingBallService$TouchListener.smali[107,0] Error for input '.end class': Invalid directive
10-12
内容概要:本文介绍了基于贝叶斯优化的CNN-LSTM混合神经网络在时间序列预测中的应用,并提供了完整的Matlab代码实现。该模型结合了卷积神经网络(CNN)在特征提取方面的优势与长短期记忆网络(LSTM)在处理时序依赖问题上的强大能力,形成一种高效的混合预测架构。通过贝叶斯优化算法自动调参,提升了模型的预测精度与泛化能力,适用于风电、光伏、负荷、交通流等多种复杂非线性系统的预测任务。文中还展示了模型训练流程、参数优化机制及实际预测效果分析,突出其在科研与工程应用中的实用性。; 适合人群:具备一定机器学习基基于贝叶斯优化CNN-LSTM混合神经网络预测(Matlab代码实现)础和Matlab编程经验的高校研究生、科研人员及从事预测建模的工程技术人员,尤其适合关注深度学习与智能优化算法结合应用的研究者。; 使用场景及目标:①解决各类时间序列预测问题,如能源出力预测、电力负荷预测、环境数据预测等;②学习如何将CNN-LSTM模型与贝叶斯优化相结合,提升模型性能;③掌握Matlab环境下深度学习模型搭建与超参数自动优化的技术路线。; 阅读建议:建议读者结合提供的Matlab代码进行实践操作,重点关注贝叶斯优化模块与混合神经网络结构的设计逻辑,通过调整数据集和参数加深对模型工作机制的理解,同时可将其框架迁移至其他预测场景中验证效果。
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