my paintings & drawings
Blog
- Explainable AI: Understanding LIME for Image Data
- Explainable AI: Understanding LIME for Tabular Data
- Bayesian Regression (3/3) - Python Implementation
- Bayesian Regression (2/3) - Likelihood
- Bayesian Regression (1/3) - Model Setup
- Python Example of Gradient Descent for f(x,y)=x²+y²
- Deriving the Gradient of the Cross Entropy Loss Function
- How to generate new ideas
- The Problem with Net Revenue Retention
Readings
- Attached by A. Levine & R. Heller
- Levels of Life by Julian Barnes
- The Book You Wish Your Parents Had Read (and Your Children Will be Glad That You Did) by Philippa Perry
Links
Programming
A tool to turn your Kindle's highlights and notes into markdown formatted documents. I use it to automate the writing of book summaries.
A university NLP project in which I programmed a recurrent neural network (LSTM) that generates customer reviews given a desired product category. I used publicly available Amazon customer review datasets.
GitHub Google Colab Excerpt from Paper