Residuals Python Packages

hyper-connections

Attempt to make multiple residual streams from Bytedance's Hyper-Connections paper accessible to the public

deep-cross-attention

Implementation of the proposed DeepCrossAttention by Heddes et al at Google research, in Pytorch

openfoam-residuals

Python script to plot residual data in OpenFOAM case folders.

attn-res

A clean, single-file PyTorch implementation of Attention Residuals (Kimi Team, MoonshotAI, 2026), integrated with Grouped Query Attention (GQA), SwiGLU feed-forward networks, and Rotary Position Embeddings (RoPE).