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Add dropout to the convolutional blocks #130

Merged
merged 70 commits into from
Sep 29, 2024
Merged

Add dropout to the convolutional blocks #130

merged 70 commits into from
Sep 29, 2024

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jdenholm
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@jdenholm jdenholm commented Sep 17, 2024 •
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Closes #129.

  • Blocks

    • Add dropout to ConvBlock.
      • Add the dropout feature.
      • Test the contents of the block.
      • Test the arguments of the block.
      • Test the call method of the block.
    • Add dropout argument to DoubleConvBlock
      • Add dropout.
      • Test the contents of the block.
      • Test the arguments of the block.
      • Test the call method of the block.
    • Add dropout to ConvResBlock.
      • Add the dropout feature.
      • Test the contents of the block.
      • Test the arguments of the block.
      • Test the call method of the block.
    • Add dropout argument to DownBlock.
      • Add the dropout feature.
      • Test the contents of the block.
      • Test the arguments of the block.
      • Test the call method of the block.
    • Add dropout argument to UpBlock.
      • Add the dropout feature.
      • Test the contents of the block.
      • Test the arguments of the block.
      • Test the call method of the block..
    • Add dropout argument to UNetUpBlock.
      • Add the dropout feature.
      • Test the contents of the block.
      • Test the arguments of the block.
      • Test the call method of the block.

  • Models

    • UNet
      • Add the dropout option.
      • Test the arguments.
      • Test the call method.
      • Test the contents.
      • Update the demo.
    • Encoder2d
      • Add the dropout option.
      • Test the arguments.
      • Test the call method.
      • Test the contents.
    • Decoder2d
      • Add the dropout option.
      • Test the arguments.
      • Test the call method.
      • Test the contents.
    • AutoEncoder
      • Add the dropout option.
      • Test the arguments.
      • Test the call method.
      • Test the contents.
      • Update the demo.
    • VAE2d
      • Add the dropout option.
      • Test the arguments.
      • Test the call method.
      • Test the contents.
      • Update the demo.

@jdenholm jdenholm added the enhancement New feature or request label Sep 17, 2024
@jdenholm jdenholm self-assigned this Sep 17, 2024
@jdenholm jdenholm marked this pull request as draft September 17, 2024 12:50
jdenholm and others added 20 commits September 17, 2024 15:36
✅ Added tests for dropout arg to DoubleConvBlock
e11e99c
✅ Added test for call method with dropout
2f33472
:whiute_check_mark: Added tests for the contents
7cadc49
♻️ Set default dropout in conv res block to zero
77c435b
✅ Type and value checked dropout arg
971fa15
✅ Added tests for call method of conv res block with dropout
883a762
✅ Added test for conv res contents with dropout
862c0cb
✅ Made sure there are no dropouts in the residual block
fce3072
📝 Uodated docstring
5eee6a8
♻️ Refactored where dropout goes in double conv block
8c76125
✅ Refactored tests
4778e21
✅ Added tests for dropout arg types
70266dd
✅ Added tests for dropout arg values
fa6fc25
♻️ Added type hint
1985ddb
✅ Added tests for the down block contents with dropout
1c5c19b
📝 Updated docstring
1b28b52
✅ Added tests for dropout argument type and values
113f26b
✅ Added tests for up block call with dropout
1c78a55
@jdenholm
📝 Added tests for UpBlock contents with different dropout options
93bb4c2
@jdenholm
🚨
46a75e2
jdenholm and others added 27 commits September 24, 2024 09:30
✅ Added tests for unet call with dropout
b74e820
✅ Added tests for first conv contents with dropout
0094033
✅ Added tests for first conv contents with dropout
6a483be
✅ Added tests for down block contents with dropout
85b69af
✅ Added tests for unet down block contents with dropout
c93351a
@jdenholm
✨ Added dropout to Encoder2d
2ab21b8
@jdenholm
✅ Added tests for dropout types and values
92534d7
@jdenholm
✅ Added tests for call method with dropout
9cd2f7e
@jdenholm
✅ Added tests for encoder call with dropout
8febf98
✨ Added dropout option to encoder
aa460e3
✅ Added tests for dropout argument types and values
2be55f0
✅ Added tests for decoder call method with dropout
fcc5239
✅ Added tests for decoder contents with dropout
18eadcd
✨ Added dropout to AutoEncoder2d
833b4ba
✅ Added tests for dropout argument types and values
64c6ce1
✅ Added tests for autoencoder call with dropout
9ff8d08
✅ Added tests for encoder part of autoencoder contents with dropout
272b84b
✅ Added tests for autoencder decoder contents with dropouts
ced20ee
✨ Added dropout option to VAE2d
ede3ce4
✅ Added tests for VAE2d dropout argument types
798588b
✅ Added tests for VAE2d dropout argument values
f0a7e86
✅ Added tests for VAE2d call method with dropout
245bacd
✅ Added tests for encoder contents with dropout
cf22fa1
✅ Tested decoder contents with dropout
3f2b327
@jdenholm
📝 Updated UNet demo
22acf47
@jdenholm
📝 Updated autoencoder demo
cf022aa
@jdenholm
📝 Updated VAE demo
c778e89
@jdenholm jdenholm marked this pull request as ready for review September 29, 2024 18:09
@jdenholm jdenholm merged commit d984efa into dev Sep 29, 2024
12 checks passed
@jdenholm jdenholm deleted the cnn-dropout branch September 29, 2024 18:10
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Add dropout to convolutional blocks and models.
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