intuit / mlctl
mlctl is the control plane for MLOps. It provides a CLI and a Python SDK for supporting key operations related to MLOps, such as "model training", "model hosting" etc.
☆25Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for mlctl
- Projects developed by Domino's R&D team☆76Updated 2 years ago
- Machine Learning Projects with Flytekit☆35Updated last year
- Repository for makeinga a GitHub Actions for deploying to Kubeflow.☆35Updated 2 years ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 2 years ago
- Kedro Plugin to support running workflows on Kubeflow Pipelines☆52Updated 2 months ago
- Listens MLFlow model registry changes and deploy models based on configurations☆21Updated last year
- Instant search for and access to many datasets in Pyspark.☆34Updated 2 years ago
- ☆29Updated 10 months ago
- A PaaS End-to-End ML Setup with Metaflow, Serverless and SageMaker.☆37Updated 3 years ago
- Python library to run ML/data pipelines on stateless compute infrastructure (that may be ephemeral or serverless). Please see the documen…☆17Updated last year
- Concept drift monitoring for HA model servers.☆101Updated last year
- ☁️ Export Ploomber pipelines to Kubernetes (Argo), Airflow, AWS Batch, SLURM, and Kubeflow.☆45Updated last month
- Examples for using Amazon SageMaker components in Kubeflow Pipelines☆22Updated 4 years ago
- A GitHub Action that makes it easy to use Great Expectations to validate your data pipelines in your CI workflows.☆80Updated 5 months ago
- ∞ Priceloop Engineering Conventions for Scala, Python, Git Workflow etc☆102Updated 2 years ago
- Deploy production-grade Metaflow cloud infrastructure on AWS☆58Updated 2 months ago
- Kedro Plugin to support running pipelines on Kubernetes using Airflow.☆29Updated last year
- The project completed for MLops Engineering Lab #1 by Team #1. See our wiki for more info☆16Updated 3 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆78Updated 2 years ago
- demo CI/CD pipeline using MLRun, Kubeflow and GitHub Actions☆49Updated 2 years ago
- This repo is an approach to TDD in machine learning model operation. it covers project structure, testing essentials using pytest with Gi…☆14Updated 3 years ago
- MLOps Python Library☆116Updated 2 years ago
- PyCon Talks 2022 by Antoine Toubhans☆23Updated 2 years ago
- Enterprise Solution for Text Classification (using BERT)☆10Updated last year
- real-time data + ML pipeline☆54Updated last week
- Powerful rapid automatic EDA and feature engineering library with a very easy to use API 🌟☆53Updated 2 years ago
- Best practices for engineering ML pipelines.☆37Updated 2 years ago
- Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊☆78Updated last month
- Hypergol is a Data Science/Machine Learning productivity toolkit to accelerate any projects into production with autogenerated code, stan…☆53Updated last year