Added dynamic compute_gamma() for scale-aware residual blending. Reworked LWGRBShuffle expand stage for improved non-linear refinement. Propagated bias parameter through upsampler. Updated requirements for inference and training gradio, remove NEOSR and SPANDREL files

add neosr ref

release model and provide dependencies

initial commit