model-lifecycle

Small-scale MLOps library

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.

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

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

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

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 pod repository for mlflow to manage models lifecycle

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

Explore which models a Microsoft Foundry region carries, what they can do, what they cost per 1M tokens in your currency, and when they retire. Joins the ARM model catalog, the Azure Retail Prices API and Resource Graph, so you also see which of your own deployments run on a retiring version. .NET 8 Azure Functions, azd up.

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）

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

Find the deprecated and retired LLM models your code still calls. CLI, pre-commit hook and GitHub Action that fail your build before an OpenAI or Anthropic model is retired.