zenml-io / zenmlLinks
ZenML 🙏: The bridge between ML and Ops. https://zenml.io.
☆4,600Updated last week
Alternatives and similar repositories for zenml
Users that are interested in zenml are comparing it to the libraries listed below
Sorting:
- Evidently is an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. Fro…☆6,213Updated this week
- Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML va…☆3,797Updated last week
- ♾️ CML - Continuous Machine Learning | CI/CD for ML☆4,102Updated this week
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,531Updated this week
- ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling …☆6,006Updated this week
- A curated list of awesome MLOps tools☆4,522Updated 6 months ago
- The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️☆3,583Updated 8 months ago
- A curated list of references for MLOps☆13,134Updated 6 months ago
- ☆704Updated 2 years ago
- Learn how to design, develop, deploy and iterate on production-grade ML applications.☆3,125Updated 9 months ago
- An end-to-end implementation of intent prediction with Metaflow and other cool tools☆862Updated last year
- nannyml: post-deployment data science in python☆2,070Updated last month
- The Virtual Feature Store. Turn your existing data infrastructure into a feature store.☆1,900Updated 2 weeks ago
- The Open Source Feature Store for AI/ML☆6,108Updated this week
- CDF SIG MLOps☆624Updated 6 months ago
- The easiest way to serve AI apps and models - Build Model Inference APIs, Job queues, LLM apps, Multi-model pipelines, and more!☆7,745Updated this week
- Build, Manage and Deploy AI/ML Systems☆8,838Updated last week
- ☆7,631Updated 8 months ago
- Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.☆6,251Updated this week
- Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, …☆3,143Updated 2 months ago
- An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model perf…☆2,719Updated 4 months ago
- Version control for machine learning☆1,664Updated 3 months ago
- Algorithms for outlier, adversarial and drift detection☆2,377Updated 3 weeks ago
- Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.☆5,599Updated this week
- Curated list of open source tooling for data-centric AI on unstructured data.☆719Updated last year
- 🐶 A tool to package, serve, and deploy any ML model on any platform. Archived to be resurrected one day🤞☆720Updated last year
- dstack is an open-source alternative to Kubernetes and Slurm, designed to simplify GPU allocation and AI workload orchestration for ML te…☆1,793Updated this week
- An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models☆4,531Updated this week
- 🏬 modelstore is a Python library that allows you to version, export, and save a machine learning model to your filesystem or a cloud sto…☆388Updated 4 months ago
- A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning☆18,496Updated this week