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README.md
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README.md
@ -16,7 +16,28 @@ Machine learning is a vast and exiciting discipline, garnering attention from sp
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5. Probit Regression
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6. CLogLog Regression
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2. ***Deep, Dynamically Size Neural Networks***
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1. Possible Loss Functions
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1. Possible Activation Functions
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- Linear
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- Sigmoid
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- Swish
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- Softplus
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- CLogLog
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- Gaussian CDF
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- GELU
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- Unit Step
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- Sinh
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- Cosh
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- Tanh
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- Csch
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- Sech
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- Coth
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- Arsinh
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- Arcosh
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- Artanh
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- Arcsch
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- Arsech
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- Arcoth
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2. Possible Loss Functions
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- MSE
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- RMSE
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- MAE
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@ -24,3 +45,13 @@ Machine learning is a vast and exiciting discipline, garnering attention from sp
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- Log Loss
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- Cross Entropy
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- Hinge Loss
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3. Possible Regularization Methods
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- Lasso
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- Ridge
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- ElasticNet
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4. Possible Weight Initialization Methods
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- Uniform
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- Xavier Normal
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- Xavier Uniform
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- He Normal
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- He Uniform
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