Deep-Learning

Training LeNet5 on MNIST with SGD and ADAM:

--------->a)LeNet5 on MNIST with SGD:

------------------>Effect of training loss vs. Batch size for a fixed learning rate

------------------>Effect of training loss vs. Learning rate for a fixed Batch size

--------->b)LeNet5 on MNIST with ADAM

------------------>Effect of training loss vs. Batch size for a fixed learning rate

------------------>Effect of training loss vs. Learning rate for a fixed Batch size

Name		Name	Last commit message	Last commit date
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LeNet5_ADAM.ipynb		LeNet5_ADAM.ipynb
LeNet5_SDG.ipynb		LeNet5_SDG.ipynb
README.md		README.md
README.txt		README.txt