mlcommons / mlcubeLinks
MLCube® is a project that reduces friction for machine learning by ensuring that models are easily portable and reproducible.
☆158Updated 2 months ago
Alternatives and similar repositories for mlcube
Users that are interested in mlcube are comparing it to the libraries listed below
Sorting:
- Coarse-grained lineage and tracing for machine learning pipelines.☆471Updated 3 years ago
- TorchX is a universal job launcher for PyTorch applications. TorchX is designed to have fast iteration time for training/research and sup…☆411Updated last week
- FlorDB 🌻☆158Updated 3 months ago
- Unified specification for defining and executing ML workflows, making reproducibility, consistency, and governance easier across the ML p…☆94Updated last year
- This repository contains example integrations between Determined and other ML products☆48Updated last year
- A top-like tool for monitoring GPUs in a cluster☆84Updated last year
- MLOps Python Library☆121Updated 3 years ago
- Pytorch Lightning Distributed Accelerators using Ray☆215Updated 2 years ago
- yogadl, the flexible data layer☆74Updated 2 years ago
- Hangar is version control for tensor data. Commit, branch, merge, revert, and collaborate in the data-defined software era.☆205Updated 5 years ago
- Distributed skorch on Ray Train☆58Updated 3 years ago
- RAPIDS GPU-BDB☆108Updated last year
- Distributed XGBoost on Ray☆152Updated last year
- MLFlow Deployment Plugin for Ray Serve☆46Updated 3 years ago
- ☆252Updated last year
- Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.☆234Updated 2 years ago
- For recording and retrieving metadata associated with ML developer and data scientist workflows.☆671Updated last week
- Incubating project for xgboost operator☆77Updated 4 years ago
- Python bindings for UCX☆139Updated 4 months ago
- Machine Learning Inference Graph Spec☆21Updated 6 years ago
- Deep Learning Benchmarking Suite☆130Updated 3 years ago
- Utilities for passing TensorFlow-related metadata between tools☆113Updated last week
- A Scalable Auto-ML System☆55Updated 3 years ago
- This repository hosts code that supports the testing infrastructure for the PyTorch organization. For example, this repo hosts the logic …☆104Updated this week
- Torch Distributed Experimental☆117Updated last year
- Distribution transparent Machine Learning experiments on Apache Spark☆91Updated last year
- Python SDK for building, training, and deploying ML models☆337Updated 3 years ago
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆164Updated 3 weeks ago
- A toolkit that streamlines and automates the generation of model cards☆441Updated 2 years ago
- A tensor-aware point-to-point communication primitive for machine learning☆283Updated last month