/MLinCpp

Implement some easy algorithm of Deep Learning in cpp

Primary LanguageC++MIT LicenseMIT

Implement some easy algorithm of Deep Learning in cpp

Current

  • Matrix[Basic Calculation #1 success, UnitTest provided]
  • Matrix[TODO: SVD, eigen value]
  • Linear Regression[Finish. Now making UnitTest]

Future

  • KNN
  • RNN
  • RNN-LSTM

Notes

Templates only be implemented in the header file

https://stackoverflow.com/questions/495021/why-can-templates-only-be-implemented-in-the-header-file

Updates

2019-12-4

  • Test Pending: sigmoid(matrixTool.h), linear regression(linearRegression.hpp), RNN initial(RNN.cpp/h) 2019-12-6
  • Test Pending: QR Decomposition(matrixTool.h) 2019-12-7
  • Test Pending: LU Decomposition(matrixTool.h)