zenml-io / zenmlLinks
ZenML π: The bridge between ML and Ops. https://zenml.io.
β4,692Updated this week
Alternatives and similar repositories for zenml
Users that are interested in zenml are comparing it to the libraries listed below
Sorting:
- βΎοΈ CML - Continuous Machine Learning | CI/CD for MLβ4,112Updated last month
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integraβ¦β1,556Updated this week
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML vaβ¦β3,838Updated last month
- The Open Source Feature Store for AI/MLβ6,201Updated this week
- A curated list of awesome MLOps toolsβ4,609Updated 7 months ago
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.β1,924Updated last week
- Evidently is ββan open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Froβ¦β6,373Updated this week
- nannyml: post-deployment data science in pythonβ2,082Updated 2 months ago
- The fastest β‘οΈ way to build data pipelines. Develop iteratively, deploy anywhere. βοΈβ3,592Updated last month
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!β7,876Updated this week
- Algorithms for outlier, adversarial and drift detectionβ2,403Updated last month
- An open-source data logging library for machine learning models and data pipelines. π Provides visibility into data quality & model perfβ¦β2,730Updated 6 months ago
- dstack is an open-source container orchestrator that simplifies workload orchestration and drives GPU utilization for ML teams. It works β¦β1,827Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning modelsβ4,564Updated this week
- Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.β6,340Updated last week
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling β¦β6,091Updated this week
- Build, Manage and Deploy AI/ML Systemsβ8,950Updated this week
- Learn how to design, develop, deploy and iterate on production-grade ML applications.β3,151Updated 10 months ago
- Aim π« β An easy-to-use & supercharged open-source experiment tracker.β5,683Updated this week
- An end-to-end implementation of intent prediction with Metaflow and other cool toolsβ868Updated 2 years ago
- β704Updated 2 years ago
- MLOps examplesβ1,990Updated 11 months ago
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and moreβ822Updated this week
- TFX is an end-to-end platform for deploying production ML pipelinesβ2,149Updated 3 weeks ago
- CDF SIG MLOpsβ626Updated 7 months ago
- Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, β¦β3,156Updated 3 months ago
- πΆ A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one dayπ€β719Updated last year
- A curated list of references for MLOpsβ13,214Updated 7 months ago
- Hummingbird compiles trained ML models into tensor computation for faster inference.β3,446Updated 2 months ago
- Hopsworks - Data-Intensive AI platform with a Feature Storeβ1,231Updated 5 months ago