- This repository is dedicated to the 'hello world' of Deep learning, the MNIST dataset.
- Explore the MNIST dataset and try to achieve 98% + accuracy on the test set.
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Model used the hyperparameters :
- Hidden_layer_size = 200
- Depth : 3 hidden layers
- Relu activation function
- Optimizer : Adam optimizer
- Batch_size : 100
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Validation accuracy : 99.38%
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Test accuracy : 99.48%