Deep-Learning

Collection of my own notes and projects related to Deep Learning. Tensorflow | Pytorch

Projects

• LSTM Model to Predict a Stocks Next Day Close
• MLP vs CNN for Img Classification on MNIST Dataset

Examples

• MLP's
• Regularization Techniques
• Batch Normalization
• Automatic Differenation - inc. Custom Training Loop to impliment BackProp Algorithm
• Convolutional Neural Networks - inc. Feature Extraction, Sobel Operator, Saliency Maps
• TensorFlow Probability - Broadcasting, Distributions, Bijectors, Change of variables formula