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tidymodels
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brulee
High-Level Modeling Functions with 'torch'
https://brulee.tidymodels.org/
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engine-specific documentation for parsnip
#36
topepo
closed
3 years ago
2
change package name to brulee
#35
topepo
closed
2 years ago
1
alternate loss functions
#34
topepo
opened
3 years ago
0
save estimates per epoch and a single model.
#33
topepo
closed
2 years ago
1
traditional logistic regression model structure.
#32
topepo
closed
2 years ago
1
separate multinomial regression function
#31
topepo
closed
2 years ago
1
very large model objects
#30
topepo
closed
2 years ago
2
different results on different operating systems
#29
topepo
closed
2 years ago
6
Class weights for logistic and neural net models
#28
topepo
closed
3 years ago
1
convert documentation to the new parsnip format
#27
topepo
closed
3 years ago
1
better early stopping
#26
topepo
closed
3 years ago
1
Move `master` branch to `main`
#25
jennybc
closed
3 years ago
2
set learn_rate for lbfgs to 1 and update examples
#24
skeydan
closed
3 years ago
1
adding a lock bot
#23
hfrick
closed
3 years ago
1
LBFGS optimizer
#22
dfalbel
closed
3 years ago
1
Variable number layers
#21
dfalbel
closed
3 years ago
2
move to tidymodels urls/format
#20
topepo
closed
3 years ago
1
Linear reg updates and logistic/multinominal models
#19
topepo
closed
3 years ago
1
initial GHA and pkgdown files
#18
topepo
closed
3 years ago
1
batch proportion instead of batch size
#17
topepo
opened
3 years ago
1
Prefix change
#16
topepo
closed
3 years ago
1
linear regression
#15
topepo
closed
3 years ago
6
For regression models, scale the outcome
#14
topepo
closed
3 years ago
1
added momentum
#13
topepo
closed
3 years ago
1
learning rate schemes
#12
topepo
closed
2 years ago
1
Enable batches when training
#11
dfalbel
closed
4 years ago
5
Support for binary classification
#10
dfalbel
closed
4 years ago
1
Variable number of layers in the MLP
#9
dfalbel
closed
3 years ago
2
Regularization?
#8
dfalbel
closed
2 years ago
4
Use torch for prediction
#7
dfalbel
closed
4 years ago
1
use NLL loss instead of cross entropy
#6
dfalbel
closed
4 years ago
1
Allow class weights
#5
topepo
closed
3 years ago
2
Prediction for torch_mlp()
#4
topepo
closed
4 years ago
2
Re-enable batches
#3
topepo
closed
4 years ago
1
Add more activation functions
#2
topepo
closed
3 years ago
1
reproducible fits within a session
#1
topepo
closed
4 years ago
2
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