Model Optimization Python Packages

onnx-ir

Efficient in-memory representation for ONNX, in Python

sklearn-genetic-opt

Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.

mlbuild

Performance CI/CD for on-device ML models — catch inference regressions before they ship

layer-scan

Automated LLM layer duplication config scanner

floppy-tracker

A hardware-agnostic profiler for tracking the FLOPs and BOPs of Machine and Deep Learning algorithms.

sk-autod

Auto-diagnosis for training curves

mlflow-assist

A comprehensive toolkit for ML and LLM development

floppy-lib

A hardware-agnostic python library to monitor the computational cost of Machine and Deep Learning algorithms.