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...