modern-fortran/neural-fortran

Issues

• 2D Linear Layer

  #196 opened 9 months ago by OneAdder
  1

• Implement dropout layer

  #170 opened 2 years ago by milancurcic
  17

• MNIST example via PNG

  #125 opened a year ago by serfcity
  1

• Compile with LFortran

  #191 opened a year ago by milancurcic
  0

• please test with flang

  #185 opened a year ago by jeffhammond
  3

• Polymorphic allocatables in results of pure functions

  #189 opened a year ago by milancurcic
  0

• Supported HDF5 version

  #168 opened a year ago by aminiussi
  8

• Make HDF5 optional

  #186 opened a year ago by milancurcic
  1

• Support of a method `network % evaluate`

  #179 opened 2 years ago by jvdp1
  5

• Building client code with CMake

  #166 opened 2 years ago by aminiussi
  6

• Add topics `deep-learning`, `cnn`

  #177 opened 2 years ago by Beliavsky
  1

• Introduce a separate `network % compile()` step

  #176 opened 2 years ago by milancurcic
  0

• CNN training on MNIST does not converge

  #145 opened 2 years ago by milancurcic
  3

• Implement locally connected layer (1-d)

  #171 opened 2 years ago by milancurcic
  0

• Start-to-finish example

  #169 opened 2 years ago by OsAmaro
  1

• Test failure with ifx

  #167 opened 2 years ago by aminiussi
  6

• Some tests and examples fail with segmentation fault in serial production build, but not in debug build

  #160 opened 2 years ago by asandrock
  1

• scaling

  #165 opened 2 years ago by castelao
  2

• Refactor `forward` and `backward` methods to allow passing a batch of data instead of one sample at a time

  #156 opened 2 years ago by milancurcic
  0

• Implement `batchnorm` layer

  #155 opened 2 years ago by milancurcic
  0

• Question about the decoupled weight decay in Adam

  #152 opened 2 years ago by milancurcic
  2

• could it be used for subrountine in FEM softwore ABAQUS

  #146 opened 2 years ago by ZPLai
  3

• Support for neural network exchange format (NNEF)

  #102 opened 3 years ago by ivan-pi
  3

• Add batch normalization and Adam optimizer

  #114 opened 3 years ago by rweed
  0

• Implement Adam optimizer

  #115 opened 2 years ago by milancurcic
  6

• Is CoArray that optional ?

  #127 opened 2 years ago by aminiussi
  2

• Implement momentum and Nesterov modifications in SGD in example/quadratic.f90

  #137 opened 2 years ago by milancurcic
  1

• v0.13.0 release

  #149 opened 2 years ago by milancurcic
  5

• Error while building in latest main

  #147 opened 2 years ago by Spnetic-5
  1

• Implement RMSprop in example/quadratic.f90

  #136 opened 2 years ago by milancurcic
  3

• Question about input data to the quadratic function in example/quadratic.f90

  #135 opened 2 years ago by milancurcic
  2

• Add example program to fit a quadratic function using different optimizers

  #133 opened 2 years ago by milancurcic
  1

• Implement deconvolution / transpose convolution layer

  #132 opened 2 years ago by milancurcic
  0

• UNET implementation support

  #130 opened 2 years ago by sidmishfpl1801
  2

• Implement upsampling layer type

  #131 opened 2 years ago by milancurcic
  0

• Create a contributing guide

  #108 opened 2 years ago by milancurcic
  0

• Possible to build without internet access aka pre-built dependencies?

  #128 opened 3 years ago by mathomp4
  9

• Implement activation params type

  #124 opened 3 years ago by milancurcic
  5

• Implement read-only forward pass

  #89 opened 3 years ago by milancurcic
  1

• get_set_network_params.f90 does not print the output of a logical test

  #112 opened 3 years ago by jvo203
  1

• extract / set all network parameters via a single 1D real array

  #103 opened 3 years ago by jvo203
  2

• broken cmake compilation

  #104 opened 3 years ago by jvo203
  2

• Implement maxpool2d backward pass

  #69 opened 3 years ago by milancurcic
  0

• Compiling on Windows 10

  #95 opened 3 years ago by mrthiele
  7

• Implement a reshape layer

  #88 opened 3 years ago by milancurcic
  0

• Add GitHub Actions to run the tests on all pushes and pull requests on Linux and macOS

  #86 opened 3 years ago by milancurcic
  0

• Memory leak in get_keras_h5_layers

  #82 opened 3 years ago by jacobwilliams
  1

• Initialize random number generation for consistent behavior between compilers

  #78 opened 3 years ago by milancurcic
  0

• Use the directory structure to more obviously expose the user API

  #72 opened 3 years ago by rouson
  2

• Protect the main branch

  #73 opened 3 years ago by rouson
  1