- Docker for Data Science Simplifying the Installation Process.
- DeepSchool.io Open Source Deep Learning learning.
- Keras LSTMs How to Use LSTMs and stateful LSTMs
- Deep Learning Quantile Regression - Keras Simple code to do quantile regression with Keras
- XgBoost - Machine Learning made EASY! An introduction to XgBoost in R
- Reversible jump MCMC How to change dimensions of parameters in a Bayesian setting
- Chinese Restuarant Process Generative Process of the Chinese Restaurant Process (CRP).
- Stanford Deep Learning Solutions to Stanford Deep Learning Tutorial.
- von Mises-Fisher Distribution von Mises-Fisher Distribution, mean and covariance.
- Sample Variance Derive the 'n-1' term in sample variance.
- Normal Distribution Derive mean and variance of normal distribution.