Model Analysis Python Packages

bnnr

XAI-driven augmentation & diagnostics for PyTorch vision - find model failures, fix with saliency-guided augmentation (ICD/AICD), prove with auditable reports.

hyperview

HyperView curates datasets and provides model introspection in hyperbolic and Euclidean geometries.

prism

An alternative to MCMC for rapid analysis of models

deepdataspace

The Go-To Choice for CV Data Visualization, Annotation, and Model Analysis.

torchmeter

TorchMeter⏲️: Your all-in-one tool for Pytorch model analysis, measuring Params, FLOPs/MACs(aka. MACC or MADD), Memory cost, Inference time and Throughput! ! 🚀

modelsig

Compare LLM architectures without downloading weights — structural fingerprint & proxy-test advisor for vLLM, TensorRT-LLM, SGLang, ONNX Runtime

layer-scan

Automated LLM layer duplication config scanner

neuro-scan

LLM Neuroanatomy Explorer — map what each transformer layer does

pycalibrate

pycalibrate is a Python library to visually analyze model calibration in Jupyter Notebooks