Sota Python Packages

rfdetr

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]

galaxymidi

The largest and most comprehensive MIDI dataset in the known galaxy

sota-mcp

MCP server for Summits on the Air — summit lookup, spots, alerts, nearby summits

vector-graph-rag

Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.

qso-graph-config

RETIRED: QSO Graph tools now run with uv (uvx <server>). See https://qso-graph.io/getting-started/

nfnets-pytorch

NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/

rfdetr-ghost

Drop-in performance optimization layer for RF-DETR using custom fused CuteDSL & Triton kernels: same API, significantly faster execution.

fastreid

SOTA Re-identification Methods and Toolbox

midipca

First-of-its-kind MIDI PCA RVQ VAE implementation and models

tnt-tensorflow

An Implementation of Transformer in Transformer in TensorFlow for image classification, attention inside local patches

torchlayers

Shape and dimension inference (Keras-like) for PyTorch layers and neural networks

rfdetr-isarsoft

RF-DETR is a real-time object detection and segmentation model architecture developed by Roboflow, SOTA on COCO, designed for fine-tuning. [ICLR 2026]