The data doctor continues his exploration of Python-based machine learning techniques, explaining binary classification using logistic regression, which he likes for its simplicity. The goal of a ...

Implement Logistic Regression using Python and Numpy. Apply the implementation to solve binary classification problems. By the end of this course, I was able to create and train a logistic model that ...

├── simple_example.py # Main example demonstrating the model ├── src/ │ ├── simple_data_loader.py # Loads and prepares Nevo cereal data │ ├── simple_estimation.py # OLS estimation of nested logit │ ...

Abstract: Knowledge Distillation (KD) is an effective model compression approach to transfer knowledge from a larger network to a smaller one. Existing state-of-the-art methods mostly focus on feature ...