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ml-operations

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EthicalML / awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

机器学习 mlops interpretability explainability responsible-ai 深度学习 machine-learning-operations ml-ops ml-operations privacy-preserving privacy-preserving-machine-learning data-mining production-machine-learning Awesome Lists

19257

2425

3 天前

natnew / Awesome-Data-Science

Carefully curated list of awesome data science resources.

Awesome Lists 人工智能 data 数据科学机器学习 interoperability 深度学习 explainable-ai machine-learning-operations ml-operations responsible-ai

147

2 年前

Azure-Samples / azure-databricks-mlops-mlflow

Azure Databricks MLOps sample for Python based source code using MLflow without using MLflow Project.

Azure databricks mlflow mlops 机器学习 ml-monitoring ml-ops ml-operations Python

Jupyter Notebook

6 个月前

Md-Emon-Hasan / ML-Project-Student-Performance-Prediction-using-Docker-and-CI-CD-Pipeline

🎓 Leveraging for containerization and CI/CD pipelines. It includes code and configuration files for seamless development and deployment processes.

containerization 持续集成数据科学 Docker 机器学习 ml-operations

Jupyter Notebook

1 年前

mojaloop / merchant-registry-svc

The API, frontend, backend codes and all necessary tech related items of merchant payment

ml-operations

TypeScript

2 个月前

BodieCoding / ml-project-template

A template for building governed and reproducible machine learning projects, enabling transparent tracking of data, models, and deployments across various platforms.

cloud-scheduler 数据科学 data-versioning governance ml-operations mlops model-versioning 项目管理 Python reproducibility schema-management 软件工程 template

Python

4 个月前

PratikBarhate / hushar

A simple gRPC server for Machine Learning (ML) Model Inference in Rust.

gRPC 机器学习 Rust onnx 深度学习 nueral-networks Amazon Web Services mlops ml-operations

Rust

4 个月前

cyca67 / awesome-scalability

🐙 Awesome Scalability curates articles and case-studies on scalability, reliability, performance for large-scale systems, with design patterns & scaling tactics.

big-data cloud DevOps Docker 面试 JavaScript 机器学习 ml-operations privacy-preserving production-machine-learning React responsible-ai scalability tracing web-development

1 个月前