mlrun
loopquest
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mlrun | loopquest | |
---|---|---|
3 | 1 | |
1,294 | 26 | |
6.0% | - | |
9.9 | 8.0 | |
5 days ago | 10 days ago | |
Python | Python | |
Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
mlrun
- Discussion on Need of Feature Stores
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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?
loopquest
What are some alternatives?
feast - Feature Store for Machine Learning
Gym-Trading-Env - A simple, easy, customizable Gymnasium environment for trading.
dagster-example-pipeline - Template Dagster repo using poetry and a single Docker container; works well with CICD
AgileRL - Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
flyte - Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
pyreason-gym - An OpenAI wrapper for PyReason to use in a Grid World reinforcement learning setting
SmartSim - SmartSim Infrastructure Library.
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.
phidata - Build AI Assistants with memory, knowledge and tools.
CORL - High-quality single-file implementations of SOTA Offline and Offline-to-Online RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC, SPOT, Cal-QL, ReBRAC
mosec - A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine
rex-gym - OpenAI Gym environments for an open-source quadruped robot (SpotMicro)