mlflow 开源项目推荐（4,878 个）

mlflow /mlflow

用于代理、LLM和ML模型的开源人工智能工程平台。MLFlow使各种规模的团队能够调试、评估、监控和优化生产质量的人工智能应用程序，同时控制成本并管理对模型和数据的访问。

charliedream1 /ai_quant_trade

股票AI操盘手：一站式学习、模拟与实盘交易平台。涵盖：股票基础、策略、大模型、因子挖掘、机器学习/深度学习/强化学习、图网络、高频交易、C++部署及聚宽代码。

microsoft /nlp-recipes

Natural Language Processing Best Practices & Examples

aimhubio /aim

Aim — 一个易用且功能增强的开源实验跟踪器。

databricks /koalas

Koalas: pandas API on Apache Spark

fmind /mlops-python-package

Production-shaped MLOps Python package and reference implementation of the MLOps Coding Course: MLflow, scikit-learn, Pydantic, Pandera, uv, and mise.

databricks /LearningSparkV2

This is the github repo for Learning Spark: Lightning-Fast Data Analytics [2nd Edition]

Rishabh-creator601 /Books

面向不同编程领域的书籍 / PDF / EPUB。阅读、成长、享受

bansalkanav /Ultimate-Data-Science-Toolkit---From-Python-Basics-to-GenerativeAI

该项目在 GitHub 上没有填写描述

SeldonIO /MLServer

一个用于你的机器学习模型的推理服务器，包括支持多框架、多模型服务等

awslabs /data-on-eks

DoEKS is a tool to build, deploy and scale Data Platforms on Amazon EKS

fmind /cookiecutter-mlops-package

该项目在 GitHub 上没有填写描述

thoughtworks /mlops-platforms

Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...

TensorOpsAI /LLMstudio

Framework to bring LLM applications to production

Pythondeveloper6 /Awesome-MLOPS

掌握MLOPS从零开始的所有可用资源

30lm32 /ml-projects

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

InfuseAI /crane

Crane is a easy-to-use and beautiful desktop application helps you build manage your container images.

Toumash /mlflow-docker

Ready to run docker-compose configuration for ML Flow with Mysql and Minio S3

gorodnitskiy /yet-another-lightning-hydra-template

Flexible and scalable template based on PyTorch Lightning + Hydra. Efficient workflow and reproducibility for rapid ML experiments.

manuelgilm /mlflow_for_ml_dev

Repository with code examples of mlflow