model-lifecycle

Lightweight and modular MLOps library targeted at small teams or individuals

Practical AI governance patterns for regulated industries — risk assessment templates, model lifecycle controls, EU AI Act alignment

Model lifecycle catalog for AI agents: versions, lineage, stage promotion, and approval gates. Audit-friendly governance for which version is in prod, who approved it, and what came before.

Covers essential features like model tracking, versioning, and experiment, providing a foundation for efficient ML project lifecycle management.

This project demonstrates a distributed, dataspace-enabled architecture for optimizing thermoforming machine parameters using machine learning.

Fashion-MNIST classifier with TensorBoard logging and Keras model save/load workflow

A pod repository for mlflow to manage models lifecycle

PVA using Gompertz Model for Snake River Spring/Summer Chinook Salmon

Optimized ML pipeline for breast cancer prediction using hyperparameter tuning and lifecycle best practices.

End-to-end model lifecycle on the BRFSS2015 diabetes health indicators dataset

Audit and safely validate changing NVIDIA hosted API / NIM integrations: model discovery, compatibility, reasoning-aware parsing, and fallback evidence.

A machine-readable deprecation feed format for AI models - and the zero-dependency Dependabot-for-models that runs on it

AIモデル廃止を公式根拠で検出し、影響箇所と検証可能な修正PRを用意するGitHub Action（OpenAI・Anthropic・Gemini・Cohere・xAI）