PERFECT NIGHT IN

A data-driven movie playlist

Perfect
Night In

Netflix recommends one film at a time. This project asks what happens if a movie platform builds the whole night for you.

Start the playlist Explore the movie map

MovieLens 100K · 1,682 films · 8-film path · PyTorch embeddings

Saved MovieLens viewer

Tonight’s movie playlist

Eight films picked by the model and ordered into a possible night-in sequence.

Open playlist

Choose what happens next

Keep exploring

01

Open the full playlist

Move through the selected viewer’s eight-film night in order.

02

Explore the movie map

Watch the selected viewer’s route build across the learned movie space.

03

Build your own demo

Try the separate browser-only playlist builder. It is not the trained model.