iterative / cmlLinks
♾️ CML - Continuous Machine Learning | CI/CD for ML
☆4,136Updated 3 months ago
Alternatives and similar repositories for cml
Users that are interested in cml are comparing it to the libraries listed below
Sorting:
- ZenML 🙏: MLOps for Reliable AI: from Classical AI to Agents. https://zenml.io.☆4,868Updated this week
- 🦉 Data Versioning and ML Experiments☆14,873Updated this week
- Hummingbird compiles trained ML models into tensor computation for faster inference.☆3,465Updated last month
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆3,900Updated 2 weeks ago
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,587Updated this week
- The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️☆3,602Updated 3 months ago
- MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle☆3,674Updated last week
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆6,583Updated last week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,618Updated last week
- Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and…☆10,515Updated last week
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆8,053Updated this week
- Version control for machine learning☆1,670Updated 6 months ago
- A model-agnostic visual debugging tool for machine learning☆1,670Updated 7 months ago
- Build, Manage and Deploy AI/ML Systems☆9,453Updated this week
- The Open Source Feature Store for AI/ML☆6,315Updated this week
- 📖 DVC website and documentation☆367Updated last week
- Algorithms for explaining machine learning models☆2,555Updated this week
- Create delightful software with Jupyter Notebooks☆5,179Updated last month
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆720Updated last year
- ☆704Updated 2 years ago
- Machine Learning Pipelines for Kubeflow☆3,934Updated this week
- An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model perf…☆2,755Updated 8 months ago
- Algorithms for outlier, adversarial and drift detection☆2,417Updated last week
- Elyra extends JupyterLab with an AI centric approach.☆1,957Updated this week
- Open Source ML Model Versioning, Metadata, and Experiment Management☆1,738Updated last year
- This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and b…☆1,364Updated 7 months ago
- Build data pipelines, the easy way 🛠️☆4,143Updated 2 years ago
- Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, …☆3,186Updated 5 months ago
- A curated list of references for MLOps☆13,317Updated 9 months ago
- Source code/webpage/demos for the What-If Tool☆970Updated 3 weeks ago