LiminalML is a deep study tool for machine learning and software engineering that moves through six stages, from intuition to retrieval practice.

• Study ML and SWE concepts through structured six-stage sessions
• Work through intuition, derivation, runnable code, questions, and retrieval
• Resume saved study threads and create revision cards
• Use practice-lab code reviews and resume-grounded prompts
• Access guest, free, and Pro study options