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Naval Mine Data csv_file
Naval Mine Data csv_file
 
 
Naval Mine Identifier Tensorflow Trained Model
Naval Mine Identifier Tensorflow Trained Model
 
 
1. Tensorflow And Gate.ipynb
1. Tensorflow And Gate.ipynb
 
 
2. TensorFlow MNIST(0,1,2,3,4,5,6,7,8,9) Image detection "Single Layer Perceptron".ipynb
2. TensorFlow MNIST(0,1,2,3,4,5,6,7,8,9) Image detection "Single Layer Perceptron".ipynb
 
 
3(Testing). Restoring Naval Mine Identifier.ipynb
3(Testing). Restoring Naval Mine Identifier.ipynb
 
 
3(Training). Naval Mine Identifier (Multilayer Perceptron) NN Tensorflow .ipynb
3(Training). Naval Mine Identifier (Multilayer Perceptron) NN Tensorflow .ipynb
 
 
3. NMI train.py
3. NMI train.py
 
 
3.NMI.py
3.NMI.py
 
 
LICENSE
LICENSE
 
 
README.md
README.md
 
 

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Neural-Networks

Simple Neural Networks like Single Layer Perceptron and Multi Layer Perceptron implementation using Tensorflow library on Datasets like MNIST and Naval Mine.

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Deep Neural Networks like Single Layer Perceptron and Multi Layer Perceptron implementation using Tensorflow library on Datasets like MNIST and Naval Mine for categorical Classification. Saving and Restoring Tensorflow "Variables" weights for testing.

Topics

adam-optimizercross-entropy-lossdeep-neural-networksgradient-descentinteractive-sessionsmnist-classificationmnist-modelone-hot-encodesklearntensorflowtensorflow-saver

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