google / ml-metadataLinks
For recording and retrieving metadata associated with ML developer and data scientist workflows.
☆652Updated 4 months ago
Alternatives and similar repositories for ml-metadata
Users that are interested in ml-metadata are comparing it to the libraries listed below
Sorting:
- Library for exploring and validating machine learning data☆774Updated last month
- Kubeflow’s superfood for Data Scientists☆639Updated this week
- Python SDK for building, training, and deploying ML models☆337Updated 3 years ago
- Automated Machine Learning on Kubernetes☆1,610Updated last week
- TFX is an end-to-end platform for deploying production ML pipelines☆2,150Updated last month
- Unified specification for defining and executing ML workflows, making reproducibility, consistency, and governance easier across the ML p…☆93Updated last year
- Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO☆732Updated last month
- A toolkit that streamlines and automates the generation of model cards☆436Updated 2 years ago
- Information about the Kubeflow community including proposals and governance information.☆176Updated this week
- Compare MLOps Platforms. Breakdowns of SageMaker, VertexAI, AzureML, Dataiku, Databricks, h2o, kubeflow, mlflow...☆392Updated 2 years ago
- Coarse-grained lineage and tracing for machine learning pipelines.☆470Updated 2 years ago
- Open Source ML Model Versioning, Metadata, and Experiment Management☆1,730Updated last year
- ☆703Updated 2 years ago
- An inference server for your machine learning models, including support for multiple frameworks, multi-model serving and more☆831Updated last week
- CDF SIG MLOps☆625Updated 8 months ago
- Petastorm library enables single machine or distributed training and evaluation of deep learning models from datasets in Apache Parquet f…☆1,848Updated last year
- Source code/webpage/demos for the What-If Tool☆966Updated 10 months ago
- Developers helping developers. TFX-Addons is a collection of community projects to build new components, examples, libraries, and tools …☆127Updated last year
- User documentation for KServe.☆106Updated 3 weeks ago
- Distributed Computing for AI Made Simple☆1,046Updated 2 years ago
- Hopsworks - Data-Intensive AI platform with a Feature Store☆1,238Updated 5 months ago
- Repository for assets related to Metadata.☆124Updated 3 years ago
- MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integra…☆1,563Updated this week
- A collection of Machine Learning examples to get started with deploying RAPIDS in the Cloud☆142Updated 9 months ago
- Utilities for passing TensorFlow-related metadata between tools☆111Updated last 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…☆395Updated 6 months ago
- A Collection of GitHub Actions That Facilitate MLOps☆208Updated 2 years ago
- MLOps Python Library☆119Updated 3 years ago
- A JupyterLab extension for displaying dashboards of GPU usage.☆652Updated 2 weeks ago
- ML pipeline orchestration and model deployments on Kubernetes.☆434Updated last year