The positive #HackerNews #RSS project now uses an ML model for sentiment analysis. It's far more reliable than the previous rule-based sentiment analyzer used by NLTK.

https://github.com/garritfra/positive_hackernews

Blog Post: https://garrit.xyz/posts/2024-08-31-sentiment-analysis-using-ml-models