Deep Learning Notebooks

Public notebook collection covering neural network training, CNNs, MNIST classification, optimization, and model evaluation.

Notebooks

CNNtraining4.ipynb - CNN model training and evaluation workflow.
MNIST-hw4.ipynb - MNIST classification experiments.
3layerRELU.ipynb - multi-layer neural network experiments with ReLU activations.
batch vs stochastic descent.ipynb - optimization comparison notes and experiments.
Handwriting.ipynb - handwriting classification workflow.

Python, Jupyter Notebook, TensorFlow/Keras, CNNs, MNIST, model training, accuracy evaluation, optimization.

Name		Name	Last commit message	Last commit date
3layerRELU.ipynb		3layerRELU.ipynb
CNNtraining4.ipynb		CNNtraining4.ipynb
Handwriting.ipynb		Handwriting.ipynb
MNIST-hw4.ipynb		MNIST-hw4.ipynb
README.md		README.md
batch vs stochastic descent.ipynb		batch vs stochastic descent.ipynb
hw3_24Fall.ipynb		hw3_24Fall.ipynb
lab5.ipynb		lab5.ipynb