Open source MLOps toolkit - AI tools

Kubeflow The Machine Learning Toolkit for Kubernetes
Kubeflow is an open-source toolkit designed to make deploying, managing, and scaling machine learning workflows on Kubernetes simple and portable.
- Free
MLflow ML and GenAI made simple
MLflow is an open-source, end-to-end MLOps platform for building better models and generative AI apps. It simplifies complex ML and generative AI projects, offering comprehensive management from development to production.
- Free
Valohai The Scalable MLOps Platform
Valohai is an MLOps platform that streamlines complex machine learning workflows with CI/CD capabilities and pipeline automation, supporting on-premises and any-cloud environments.
- Contact for Pricing
TensorFlow An End-to-End Open Source Machine Learning Platform
TensorFlow is an open-source platform for machine learning. It provides a comprehensive ecosystem of tools, libraries, and resources for building and deploying ML models.
- Free
Hopsworks The AI Lakehouse for Your Data
Hopsworks is an MLOps platform and feature store that enables organizations to build, deploy, and manage AI systems with reproducibility, consistency, and scalability. It offers a unified solution for GenAI, real-time applications, and traditional machine learning.
- Freemium
Metaflow A Framework for Real-Life ML, AI, and Data Science
Metaflow is an open-source framework that simplifies the building and management of machine learning, AI, and data science projects. It provides tools for versioning, orchestration, and scaling compute resources.
- Free
FastML Simplify your ML workflow, maximize your impact.
FastML is an MLOps boilerplate designed to streamline machine learning workflows. It offers ready-to-use scripts for data handling, modeling, and deployment, accelerating the process of turning ML ideas into reality.
- Pay Once
AI Studio The Executive Layer of your ML Environment
AI Studio is a comprehensive MLOps platform that provides enterprise-level tools for machine learning governance, monitoring, and deployment. It enables companies to streamline their ML operations with real-time insights and automated workflows.
- Freemium
Project MONAI Open-Source Frameworks for Accelerating Medical Imaging Research and Clinical Collaboration
Project MONAI is a set of open-source frameworks designed to accelerate research and clinical collaboration in medical imaging using AI.
- Free
Radicalbit Your ready-to-use MLOps platform for Machine Learning, Computer Vision, and LLMs.
Radicalbit is an MLOps and AI Observability platform that accelerates deployment, serving, observability, and explainability of AI models. It offers real-time data exploration, outlier and drift detection, and model monitoring.
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Apache TVM An End to End Machine Learning Compiler Framework for CPUs, GPUs and accelerators
Apache TVM is an open-source machine learning compiler framework designed to optimize and efficiently run computations on various hardware backends, including CPUs, GPUs, and accelerators.
- Free
Hugging Face The AI community building the future.
Hugging Face is a collaboration platform where the machine learning community creates, discovers, and collaborates on models, datasets, and applications. It offers comprehensive tools for hosting, developing, and deploying machine learning solutions.
- Freemium
- From 9$
Transformer Lab The Open Source Platform for Training Advanced AI Models
Transformer Lab is an open-source platform enabling researchers, ML engineers, and developers to collaboratively build, train, evaluate, and deploy AI models with features like provenance, reproducibility, and transparency.
- Free
/ML The full-stack AI infra
/ML offers a full-stack AI infrastructure for serving large language models, training multi-modal models on GPUs, and hosting AI applications such as Streamlit, Gradio, and Dash, while providing cost observability.
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Striveworks Chariot Build, Deploy, Monitor, and Audit ML Models at Scale
Striveworks Chariot is an MLOps platform that enables rapid building, deployment, and monitoring of machine learning models with full data and model auditability.
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Aptos Streamlining Model Development, Deployment, and Management for Edge ML
Aptos is a no-code MLOps toolchain designed to optimize and deploy machine learning models for low-power edge devices. It simplifies edge AI development and enhances model efficiency.
- Contact for Pricing
PyTorch An open source machine learning framework for research and production.
PyTorch is an open-source machine learning framework facilitating the transition from research prototyping to production deployment, featuring distributed training and a robust ecosystem.
- Free
Missing Studio An open-source AI studio for rapid development and robust deployment of production-ready generative AI.
Missing Studio is an open-source AI platform designed for developers to build and deploy generative AI applications. It offers tools for managing LLMs, optimizing performance, and ensuring reliability.
- Free
Neuralhub Design Deep Neural Networks in a Collaborative Playground
Neuralhub is a comprehensive platform for building, tuning, and experimenting with neural networks, offering tools and resources for AI enthusiasts, researchers, and engineers in a collaborative environment.
- Freemium