ml-cookbook 📚🖥️

Welcome to my Machine learning cookbook repository! Here, I keep all of the code that I used for my Medium articles.

Each folder contains notebooks that can be run in the Google Colab for the respective articles.

📁 drug_discovery_with_gnnas

The folder contains notebooks for Medium articles on drug discovery with GNNs

1. Drug Discovery with Graph Neural Networks — part 1 (solubility)

2. Drug Discovery with Graph Neural Networks — part 2 (toxicity)

3. Drug Discovery with Graph Neural Networks — part 3 (explainability)

📁 kmeans_and_gms

The folder contains the code for Gaussian Mixture Models vs K-Means. Which One to Choose? article.

📁 graph_generation

The folder contains the code for articles on graph generation methods.

1. Generative Graph Models with NetworkX