Website maintained by Leo Espin, Hosted on GitHub Pages
Here are some useful notes about my machine learning projects:
- Chi-squared statistic for dice fairness
- Data mining a Polar XML file
- stocks
- Logistic cost function
- Keras neural network and the MNIST dataset
- Neural networks and hand-written image recognition
- F-test and statistical significance
- Learning curves with scikit-learn
- Standard error and bootstraped confidence intervals
- Binomial test and binomial confidence intervals with python
- Detailed folium map example
- regression example
- Interactive Massachusetts income map