The following freely available notes has helped me enormously while learning various topics related to Statistical Mechanics, Non-equilibrium Statistical Mechanics, Polymer Physics, Polymer Dynamics and Glass Physics.
While it is by no means complete, I shall keep updating it time to time with the hope that it may help others to learn the aforementioned subjects.
Lecture Notes on "Non-Equilibrium Statistical Mechanics" by Prof. Klaus Schulten (UIUC)
Lecture Notes on "Statistical Physics of Particles" by Prof. Mehran Karder (MIT)
Lecture Notes on "Statistical Physics of Fields" by Prof. Mehran Karder (MIT)
Repository on "Wormlike Chain Model" by Prof. Andrew Spakowitz (Stanford)
Lecture Notes on "Polymer Field Theory" by Prof. Robert Riggleman (U Penn)
Lecture Notes on "Thermodynamics and Statistical Mechanics" by Prof. Daniel Arovas (UCSD)
Lecture Notes on "Mathematical Methods I & II" by Prof. Michael Stone (UIUC)