 DricomDragon
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0cc0163c6e
Add argument for network generation
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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ce244e1f15
Add the argument of number hidden neurons
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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2a9623e148
Add parameter for hidden neurons number
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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242356b3be
Remove copy
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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2a1825c259
Make the code more legible by adding comments
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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232c53655c
Show usage
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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a86ce67ccd
Fix missing updates during training
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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26d3d2c500
Add shortcuts for arguments
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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0d406daddb
Add prints to follow the progression of session
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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95f45be5db
Add argument parser for learning rate and epochs
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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b5ac958003
Implement minibatch shuffle
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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b18be6b40b
Use adapted gaussian deviation to initialize weights
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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e8cc1c94ba
Create every weight generator
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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eedb7117ff
Make weight generator more user-friendly
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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d9f1f7425b
Use gaussian distribution to initialize weights
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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c1a9d30e6c
Fix bug due to implicit copy
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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91e01907ea
Fix misprint in ratio
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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8f4edddc63
Fix dimension issue
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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3a1319e534
Reduce number of epochs for testing purpose
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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032de4ba78
Fix execution of user script
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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95195658a1
Implement testing sample loading
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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8e9fc3c688
Implement benchmark
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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1d5db18dc3
Implement training
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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8064c8acc6
Transpose outputs of sample loading
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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5f7d7872f6
Create neural network structure
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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172a3723aa
Change returned label value as numpy array
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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9bc1aa4926
Write the high level structure of source code
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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6411e2564c
Add computing python dependencies
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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70d36c5af5
Merge branch 'mnist'
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%!s(int64=4) %!d(string=hai) anos |
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DricomDragon
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6d587b4c38
Create function to load training data samples
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%!s(int64=4) %!d(string=hai) anos |
