iterative / cml
βΎοΈ CML - Continuous Machine Learning | CI/CD for ML
β4,075Updated this week
Alternatives and similar repositories for cml:
Users that are interested in cml are comparing it to the libraries listed below
- π¦ Data Versioning and ML Experimentsβ14,282Updated 2 weeks ago
- ZenML π: The bridge between ML and Ops. https://zenml.io.β4,472Updated this week
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering andβ¦β10,228Updated this week
- Build, Deploy and Manage AI/ML Systemsβ8,644Updated this week
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycleβ3,613Updated 2 weeks ago
- The fastest β‘οΈ way to build data pipelines. Develop iteratively, deploy anywhere. βοΈβ3,557Updated 6 months ago
- Version control for machine learningβ1,660Updated 3 weeks ago
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling β¦β5,886Updated this week
- π Parameterize, execute, and analyze notebooksβ6,113Updated 2 months ago
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML vaβ¦β3,740Updated 2 weeks ago
- Create delightful software with Jupyter Notebooksβ5,040Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning modelsβ4,488Updated this week
- Evidently is ββan open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Froβ¦β5,863Updated this week
- Algorithms for outlier, adversarial and drift detectionβ2,322Updated this week
- A curated list of references for MLOpsβ12,987Updated 4 months ago
- The Open Source Feature Store for AI/MLβ5,874Updated this week
- Aim π« β An easy-to-use & supercharged open-source experiment tracker.β5,400Updated this week
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integraβ¦β1,503Updated this week
- Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per sβ¦β8,356Updated 5 months ago
- Source code/webpage/demos for the What-If Toolβ942Updated 6 months ago
- VoilΓ turns Jupyter notebooks into standalone web applicationsβ5,620Updated 2 weeks ago
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!β7,481Updated this week
- A curated list of awesome MLOps toolsβ4,369Updated 3 months ago
- Algorithms for explaining machine learning modelsβ2,473Updated this week
- Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.β6,109Updated this week
- A Python package to assess and improve fairness of machine learning models.β2,033Updated last week
- πΆ A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one dayπ€β719Updated last year
- Fit interpretable models. Explain blackbox machine learning.β6,426Updated this week
- Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domainsβ1,745Updated last year
- Elyra extends JupyterLab with an AI centric approach.β1,891Updated this week