Hi, I'm Evelyn and this is the personal website I use as a notepad. I like to code and I'm always doing something related to that. I post some of the things I have learned in the process to cement some ideas in my head.
If you want to reach me, feel free to contact me here.

# All Posts

## How is LightGBM poggies?

Understanding LightGBM is a great help for my current work. I will be writing down stuff I find on the internet and throughout this package documen...

## (Google ML Bootcamp) Notes on DLS Coursera - III

Course 3: Structuring Machine Learning Projects Satisficing and Optimizing Metric: We optimize the most important features first, then we ...

## (Google ML Bootcamp) Notes on DLS Coursera - II

Course 2: Improving DNNs: Hyperparameter Tuning, Regularization and Optimization I am ashamed of these notes, you can use them but sadly they are ...

## Tabular Playground Series - July 2022

The metric used for evaluation : Rand index Using a pair (point, cluster) $Rand \sim \frac{TP + TN}{TP+TN+FP+FN}$ Identifying the optimal number ...

## (Google ML Bootcamp) Notes on DLS Coursera - I

Course 1: NNs and DL Week 1: Introduction to DL. Geoffrey Hinton proved in the 90s that ReLU is a good approximation for a logistic regression. Th...