mlspec / MLSpecLinks
Unified specification for defining and executing ML workflows, making reproducibility, consistency, and governance easier across the ML pipelines
☆94Updated last year
Alternatives and similar repositories for MLSpec
Users that are interested in MLSpec are comparing it to the libraries listed below
Sorting:
- Incubating project for xgboost operator☆77Updated 4 years ago
- Python SDK for building, training, and deploying ML models☆337Updated 3 years ago
- This repository contains example integrations between Determined and other ML products☆48Updated last year
- MLOps Python Library☆120Updated 3 years ago
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆667Updated 8 months ago
- MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.☆158Updated 3 weeks ago
- FlorDB 🌻☆156Updated 2 months ago
- Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core☆172Updated 4 years ago
- Repository for assets related to Metadata.☆124Updated 4 years ago
- ☆12Updated last year
- Kubeflow’s superfood for Data Scientists☆654Updated this week
- yogadl, the flexible data layer☆74Updated 2 years ago
- Machine Learning Inference Graph Spec☆21Updated 6 years ago
- A Scalable Auto-ML System☆55Updated 2 years ago
- Repository to hold code, instructions, demos and pointers to presentation assets for Kubeflow Dojo☆135Updated 3 years ago
- A JSON-based schema for storing declarative descriptions of machine learning experiments☆45Updated 8 years ago
- Repository for makeinga a GitHub Actions for deploying to Kubeflow.☆35Updated 3 years ago
- Information about the Kubeflow community including proposals and governance information.☆181Updated this week
- Distributed XGBoost on Ray☆152Updated last year
- Coarse-grained lineage and tracing for machine learning pipelines.☆470Updated 3 years ago
- User documentation for KServe.☆109Updated 2 weeks ago
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆395Updated 3 years ago
- ML-Powered Developer Tools, using Kubeflow☆54Updated 4 years ago
- ☆59Updated 4 years ago
- PyTorch on Kubernetes☆309Updated 4 years ago
- JupyterLab extension to provide a Kubeflow specific left area for Notebooks deployment☆18Updated 5 years ago
- Amazon SageMaker Debugger provides functionality to save tensors during training of machine learning jobs and analyze those tensors☆162Updated last year
- A Collection of GitHub Actions That Facilitate MLOps☆206Updated 3 years ago
- Native Kubernetes integration for Dask☆323Updated 2 months ago
- Ray-based Apache Beam runner☆42Updated 2 years ago