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This pdf shows some methods to fine tune the hyperparameters of a Neural Network to increase it's performance. It also puts light on some of the common problems related to Neural Networks along with their solutions.

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Feature Extraction and Transfer Learning
Feature Extraction and Transfer Learning
 
 
Keras Functional Model | How to build non-linear Neural Networks
Keras Functional Model | How to build non-linear Neural Networks
 
 
Keras Tuner
Keras Tuner
 
 
Optimizers in Deep Learning
Optimizers in Deep Learning
 
 
Activation Functions.md
Activation Functions.md
 
 
Batch Normalization.ipynb
Batch Normalization.ipynb
 
 
Batch Normalization.md
Batch Normalization.md
 
 
Data_Augmentation.ipynb
Data_Augmentation.ipynb
 
 
Dropout_For_Classification.ipynb
Dropout_For_Classification.ipynb
 
 
Dropout_For_Regression.ipynb
Dropout_For_Regression.ipynb
 
 
Dropout_Readme.md
Dropout_Readme.md
 
 
Dying Relu And Relu Variants.md
Dying Relu And Relu Variants.md
 
 
How to Improve the Performance of a Neural Network.pdf
How to Improve the Performance of a Neural Network.pdf
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 
Regularization.ipynb
Regularization.ipynb
 
 
Weight Initialization (Do's and Dont's).md
Weight Initialization (Do's and Dont's).md
 
 
transfer-learning-fine-tuning-feature-extract (CAT DOG CLASSIFIER).ipynb
transfer-learning-fine-tuning-feature-extract (CAT DOG CLASSIFIER).ipynb
 
 
transfer-learning-fine-tuning-feature-extract.ipynb
transfer-learning-fine-tuning-feature-extract.ipynb
 
 
visualising_cnn.ipynb
visualising_cnn.ipynb
 
 

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This pdf shows some methods to fine tune the hyperparameters of a Neural Network to increase it's performance. It also puts light on some of the common problems related to Neural Networks along with their solutions.

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This pdf shows some methods to fine tune the hyperparameters of a Neural Network to increase it's performance. It also puts light on some of the common problems related to Neural Networks along with their solutions.

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neural-network neurons hyperparameter-tuning epoch fine-tuning batch-size vanishing-gradient exploding-gradient hidden-layers-

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