🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more
☆446Nov 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
Sorting:
- 🎲 A curated list of MLOps projects, tools and resources☆187Apr 22, 2024Updated last year
- 🚀 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
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆873Jun 16, 2023Updated 2 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
- ☆709Sep 13, 2022Updated 3 years ago
- ML pipeline orchestration and model deployments on Kubernetes.☆435Aug 18, 2023Updated 2 years ago
- A curated list of references for MLOps☆13,717Nov 21, 2024Updated last year
- ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.☆5,228Updated this week
- Best practices for engineering ML pipelines.☆36Jun 20, 2022Updated 3 years ago
- 🏬 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 last week
- Toolkit for developing and maintaining ML models☆151Jun 6, 2024Updated last year
- Coarse-grained lineage and tracing for machine learning pipelines.☆471Nov 11, 2022Updated 3 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,307Aug 16, 2024Updated last year
- Joining the modern data stack with the modern ML stack☆201May 16, 2023Updated 2 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
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆396Nov 10, 2022Updated 3 years ago
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆7,272Updated this week
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆234Feb 18, 2024Updated 2 years ago
- Toronto Machine Learning MLflow Workshop☆26Jun 7, 2021Updated 4 years ago
- Materials for my 2021 NYU class on NLP and ML Systems (Master of Engineering).☆97Dec 19, 2022Updated 3 years ago
- Doubt your data, find bad labels.☆517Jul 15, 2024Updated last year
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆3,982Dec 28, 2025Updated 2 months ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆20,200Updated this week
- The Open Source Feature Store for AI/ML☆6,756Updated this week
- MLOps tutorial using Python, Docker and Kubernetes.☆409Oct 18, 2024Updated last year
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,654Updated this week
- ☆8,704Sep 22, 2024Updated last year
- A curated list of awesome MLOps tools☆5,041Feb 23, 2026Updated last week
- The Fuzzy Labs guide to the universe of open source MLOps☆477May 19, 2025Updated 9 months ago
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,169Jun 2, 2025Updated 9 months ago
- LLM model runway server☆13Sep 13, 2023Updated 2 years ago
- Materials for Machine Learning with H2O Open Platform at ODSC Masterclass Summit 2017☆12Mar 2, 2017Updated 9 years ago
- MLOps stack example using Airflow, MLflow and other popular tools.☆45Sep 18, 2022Updated 3 years ago
- Deep Learning framework for fast and clean research with Pytorch☆13Oct 9, 2020Updated 5 years ago
- Source code accompanying O'Reilly book: Machine Learning Design Patterns☆2,064Apr 28, 2021Updated 4 years ago
- An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model perf…☆2,800Jan 10, 2025Updated last year
- A tool to deploy a mostly serverless MLflow tracking server on a GCP project with one command☆72May 16, 2025Updated 9 months ago
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,731Updated this week