Fix directory links (blob->tree) so folder navigation works; dedupe repeated thesis logo

Root card is now PB's full report (all required sections) with PDF/Word/LaTeX downloads; full thesis in markdown with media; group thesis as reference

Link report source on thesis page

Add BiLSTM/LSTM track: phase-wise notebooks, figures, tables, models, thesis