🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more
☆445Nov 3, 2021Updated 4 years ago
Alternatives and similar repositories for mlplatform-workshop
Users that are interested in mlplatform-workshop are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 🎲 A curated list of MLOps projects, tools and resources☆187Apr 22, 2024Updated 2 years ago
- 🚀 Stream inferences of real-time ML models in production to any data lake (Experimental)☆81Jun 10, 2022Updated 3 years ago
- Feature Store with Kubeflow in Google Cloud Platform☆18Jun 14, 2021Updated 4 years ago
- ☆35Jun 24, 2021Updated 4 years ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆874Jun 16, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆710Sep 13, 2022Updated 3 years ago
- 🔔 No need to keep checking your training - just one import line and you'll know the second it's done.☆344May 29, 2022Updated 3 years ago
- Fast Data Science, AKA fds, is a CLI for Data Scientists to version control data and code at once, by conveniently wrapping git and dvc☆391Jun 30, 2024Updated last year
- Toronto Machine Learning MLflow Workshop☆26Jun 7, 2021Updated 4 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆436Aug 18, 2023Updated 2 years ago
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,369Updated this week
- A curated list of references for MLOps☆13,887Nov 21, 2024Updated last year
- Best practices for engineering ML pipelines.☆36Jun 20, 2022Updated 3 years ago
- 👾 Jupyter Notebook + Space Invaders!?☆93Nov 3, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆233Feb 18, 2024Updated 2 years ago
- ☆19Nov 6, 2022Updated 3 years ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆395Nov 10, 2022Updated 3 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Oct 9, 2024Updated last year
- Joining the modern data stack with the modern ML stack☆202May 16, 2023Updated 2 years ago
- Toolkit for developing and maintaining ML models☆150Jun 6, 2024Updated last year
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆401Feb 22, 2026Updated 2 months ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,351Aug 16, 2024Updated last year
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,487Updated this week
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆12May 15, 2021Updated 4 years ago
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆4,009Dec 28, 2025Updated 4 months ago
- The Open Source Feature Store for AI/ML☆7,000Updated this week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,446Updated this week
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,665Updated this week
- MLOps stack example using Airflow, MLflow and other popular tools.☆44Sep 18, 2022Updated 3 years ago
- ☆14Jun 8, 2021Updated 4 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆470Nov 11, 2022Updated 3 years ago
- The Fuzzy Labs guide to the universe of open source MLOps☆481May 19, 2025Updated 11 months ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,746Mar 23, 2026Updated last month
- ☆8,819Sep 22, 2024Updated last year
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,173Jun 2, 2025Updated 11 months ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,085Apr 28, 2021Updated 5 years ago
- A curated list of awesome MLOps tools☆5,116Mar 20, 2026Updated last month
- An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model perf…☆2,816Jan 10, 2025Updated last year
- ☆14Oct 8, 2019Updated 6 years ago