The AI jungle

Machine Learning and Deep Learning

K-means
CNN Image Classification Mario
CNN embeddings

Recommender Systems

Music RecSys
Matrix Factorisation

NLP & Large Language Models (LLM)

Retrieval-Augmented Generation - CV Langchain
BERT Fine-Tune - The Simpsons Quote Classifier

Automated Trading

Trading Summary

Visualization

Creating Animated Visualizations with Python

APIs and libraries

Google Trends
Pydantic
Apyori Association Rules

Statistics

Distribution Analyzer
Distribution Comparer using K-S test
Data Drift with NannyML

A/B testing

Frequentist A/B test
Bayesian A/B test

Code Snippets

Pip lib version
All cols as str
Dictionaries
Indexes
Compare execution times
Dictionary set default value