Lecture Notes Python Packages

nybls

Low cost, iterative video watching for AI agents. Transcript first, then only the frames it asks for, with receipts.

pdf2md-study

Convert papers and lecture slides (PDF) into study-ready Markdown for LLMs — equations and code kept as images, logos and references stripped. (plus, for Hyunseo's CI/CD process study)

lecturize

Turn lecture recordings into notes offline: resumable faster-whisper CLI, markdown chapters/SRT/docx, local translation to 50 languages, no PyTorch

analysis-video

Turn a lecture video into AI-readable context: one markdown section per screen, with the frames and the transcript that belong to it. Agent-first CLI.

analysis-video-gui

Turn a lecture video into AI-readable context: one markdown section per screen, with the frames and the transcript that belong to it. Agent-first CLI.

readingbricks

A structured collection of notes (mostly, on machine learning) and a Flask app for reading and searching them.

t2md

CLI that turns raw transcripts into study-ready Markdown, DOCX, or LaTeX using OpenAI or Claude.

lecture-mind

VL-JEPA Lecture Summarizer - Event-aware lecture summarization using vision-language understanding