mlplatform-workshop

ML Platform

An open-source project providing a basic framework for building a full-fledged machine learning platform.

🍫 Example code for a basic ML Platform based on Pulumi, FastAPI, DVC, MLFlow and more

GitHub

434 stars
12 watching
68 forks
Language: TypeScript
last commit: about 3 years ago
devopsmachine-learningmlops

Related projects:

Repository Description Stars
aporia-ai/mlnotify Automated notification system for machine learning model training 343
omegaml/omegaml A platform for simplifying Machine Learning Operations (MLOps) by providing tools for model deployment, data pipelines, and collaboration. 95
mlreef/mlreef A platform for collaboration, data management, and reproducibility in machine learning development 1,441
h2oai/h2o-3 An in-memory machine learning platform that supports various algorithms and provides tools for building, deploying, and scaling machine learning models 6,936
a3data/hermione A framework for simplifying machine learning development and deployment 207
star-whale/starwhale An MLOps platform providing tools and services for efficient machine learning development and deployment 214
logicalclocks/hopsworks A platform for managing machine learning data and workflows, integrating feature engineering, governance, and model serving capabilities. 1,171
h2oai/article-information-2019 A framework for building and evaluating machine learning systems with high accuracy and interpretability, particularly in human-centered applications. 13
caraml-dev/merlin A platform for deploying and serving machine learning models in a scalable, cost-efficient, and easy-to-use manner 168
mlrun/mlrun A platform for managing and deploying machine learning workflows across the application lifecycle 1,451
ibm-cloud-architecture/refarch-ml-ops A reference architecture and starter kit for operationalizing machine learning models in production environments. 37
google/praxis A library designed to be usable by other JAX-based ML projects, providing optimized layers for machine learning at scale. 177
googlecloudplatform/mlops-on-gcp Provides resources and patterns for implementing machine learning workflows on Google Cloud Platform 782
polyaxon/polyaxon A platform for managing and orchestrating the machine learning lifecycle 3,573
jeff1evesque/machine-learning A web-based platform for machine learning algorithms and data visualization using JavaScript, providing both a graphical interface and an API. 258