mlspec / MLSpec
Unified specification for defining and executing ML workflows, making reproducibility, consistency, and governance easier across the ML pipelines
☆89Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for MLSpec
- Python SDK for building, training, and deploying ML models☆336Updated 2 years ago
- Incubating project for xgboost operator☆76Updated 2 years ago
- MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.☆154Updated 2 months ago
- Example for end-to-end machine learning on Kubernetes using Kubeflow and Seldon Core☆172Updated 2 years ago
- This repository contains example integrations between Determined and other ML products☆47Updated 7 months ago
- ☆12Updated 5 months ago
- Machine Learning Inference Graph Spec☆21Updated 5 years ago
- MLFlow Deployment Plugin for Ray Serve☆42Updated 2 years ago
- yogadl, the flexible data layer☆74Updated last year
- Ray-based Apache Beam runner☆42Updated last year
- 🌻 Flow with FlorDB☆151Updated 2 months ago
- MLOps Python Library☆116Updated 2 years ago
- Materials for the "AI on Kubernetes" tutorial at O'Reilly AI SF 2018☆65Updated 6 years ago
- User documentation for KServe.☆104Updated this week
- Repository to hold code, instructions, demos and pointers to presentation assets for Kubeflow Dojo☆133Updated 2 years ago
- ML-Powered Developer Tools, using Kubeflow☆55Updated 2 years ago
- Repository for open inference protocol specification☆42Updated 4 months ago
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆626Updated 3 weeks ago
- MLOps Platform☆271Updated 3 weeks ago
- Distributed XGBoost on Ray☆144Updated 4 months ago
- Kubeflow’s superfood for Data Scientists☆632Updated last year
- ☆37Updated 5 years ago
- ForestFlow is a policy-driven Machine Learning Model Server. It is an LF AI Foundation incubation project.☆72Updated 9 months ago
- Projects developed by Domino's R&D team☆76Updated 2 years ago
- Repository for assets related to Metadata.☆121Updated 2 years ago
- Tracking Ray Enhancement Proposals☆49Updated 2 weeks ago
- CartPole game by Reinforcement Learning, a journey from training to inference☆25Updated 3 weeks ago
- ☆30Updated 2 years ago
- A Scalable Auto-ML System☆51Updated last year
- A JSON-based schema for storing declarative descriptions of machine learning experiments☆45Updated 7 years ago