{"repo":"fuzzylabs/matcha","free":true,"listed":false,"github":"https://github.com/fuzzylabs/matcha","clone":"git clone https://github.com/fuzzylabs/matcha.git","description":"A tool to provision MLOps environments in Azure","language":"Python","stars":34,"topics":["cloud","mlops","production-service","workflow","azure","llm","llmops"],"license":"Apache-2.0","category":"workflow-automation","readme_excerpt":"Open source MLOps on Azure in one step If you train machine learning models, then you know the challenge of going from experiment to production . There's a vast range of tools that promise to help, from experiment tracking through to model deployment, but setting these up requires a lot of time and cloud engineering knowledge. Matcha removes the complexity of provisioning your machine learning infrastructure . With one step, you'll have a complete machine learning operations (MLOps) stack up and running in your Microsoft® Azure cloud environment. This means you'll be able to track your experiments, train your models, as well as deploy and serve those models. 🍵 Who is Matcha for? Matcha is for data scientists, machine learning engineers, and anybody who trains machine learning models. If you're using Azure, and want an intuitive way to deploy machine learning infrastructure, Matcha is for you. 🏃 How do I get started? If you're new to Matcha, the best place to start is our guide to deploying your first model. If you're happy with the basics, then you might want to dive into our Matcha examples on Github. 📖 Documentation The full Matcha documentation can be found at mymatcha.ai. This covers what Matcha is in more detail, how to use it, what Azure permissions are required, and how Matcha works internally. 🗺️ Roadmap We've put a lot of thought into what our users — data scientists, ML engineers, etc — need from their infrastructure, and we ca","default_branch":null,"files":null,"tree":[],"storefront":"/r/fuzzylabs","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/fuzzylabs/matcha/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}