bunny-party
mlrun
bunny-party | mlrun | |
---|---|---|
1 | 3 | |
10 | 1,308 | |
- | 5.2% | |
4.7 | 9.9 | |
8 months ago | 5 days ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
bunny-party
mlrun
- Discussion on Need of Feature Stores
-
I reviewed 50+ open-source MLOps tools. Here’s the result
You should also add MLRun: https://github.com/mlrun/mlrun
- Has anyone here been able to deploy Mlrun successfully on Kubernetes cluster?
What are some alternatives?
feast - The Open Source Feature Store for Machine Learning
dagster-example-pipeline - Template Dagster repo using poetry and a single Docker container; works well with CICD
flyte - Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
SmartSim - SmartSim Infrastructure Library.
phidata - Memory, knowledge and tools for LLMs
mosec - A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine
ploomber - The fastest ⚡️ way to build data pipelines. Develop iteratively, deploy anywhere. ☁️
Prefect - The easiest way to build, run, and monitor data pipelines at scale.
Media-Recommendation-Engine - A Recommendation Engine API that can be used to recommend movies, music, games, manga, anime, comics, tv shows and books. Deployed using an AWS EC2 instance.
loopquest - A Production Tool for Embodied AI
AquilaHub - Load and serve Neural Encoder Models
soorgeon - Convert monolithic Jupyter notebooks 📙 into maintainable Ploomber pipelines. 📊