Categories

CS231n assignments

• Implementing Recurrent Neural Networks for Image Captioning -- CS231n Exercise
• Dropout Regularization -- CS231n Exercise
• Convolution Networks -- CS231n Exercise
• Batch Normalization -- CS231n Exercise
• Fully-connected Neural Network -- CS231n Exercise
• Implementing a Two Layer Neural Network -- CS231n Exercise
• Implement and Apply a Multiclass Support Vector Machine (SVM) Classifier -- CS231n Exercise
• Implement and Apply a k-Nearest Neighbor (kNN) Classifier -- CS231n Exercise

YOLO

• How to Rotate YOLO Bounding Boxes?

CNN

• U-NET Convolution Neural Network for Semantic Segmentation
• Saliency Maps in Tensorflow 2.0

Stocks

• Training a Machine Learning Algorithm to Predict Stock Price Movement

Time Series

• Autoregressive Model -- Properties of AR(1) Model

Computer Vision

• Implementing a Single Shot Detector Model in Tensorflow 2.0
• Generating Anchor Boxes

Geometry

• Point in Rectangle