SaaSHub helps you find the best software and product alternatives Learn more →
Unionml Alternatives
Similar projects and alternatives to unionml based on common topics and language
-
-
-
InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
-
ploomber-engine
A toolbox 🧰 for Jupyter notebooks 📙: testing, experiment tracking, debugging, profiling, and more!
-
rubicon-ml
Capture all information throughout your model's development in a reproducible way and tie results directly to the model code!
-
Kedro
Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.
-
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better unionml alternative or higher similarity.
unionml reviews and mentions
Posts with mentions or reviews of unionml.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-11-16.
-
Who needs MLflow when you have SQLite?
Checkout Flyte.org and it’s sibling project https://www.union.ai/unionml
- UnionML: the easiest way to build and deploy machine learning microservices
- GitHub - unionai-oss/unionml: UnionML: the easiest way to build and deploy machine learning microservices
-
Show HN: UnionML – a Python framework for building ML microservices
Hi HN!
Niels here. I'm the creator of *UnionML*, a Python MLOps framework that removes the boilerplate and friction associated with building and deploying machine learning systems to production.
I've been training and deploying models for almost a decade now, and one pain-point I've consistently had is managing the complexity of building and maintaining an ML stack that works for the entire model development lifecycle - from prototyping to production.
UnionML is built on top of Flyte (https://www.flyte.org) and exposes a functional interface for defining the building blocks of your ML application via decorators -- think Flask or FastAPI method endpoints -- and UnionML takes care of bundling them into microservices for different use cases such as:
- model training
- batch prediction
- online prediction
- (more coming soon!)
This project aims to unify the rich ecosystem of data, ML, and MLOps tools that have emerged over the last decade or so (e.g. MLFlow, Sagemaker, Spark, etc.) to provide a nice UX for model developers, in both individual and team settings.
It's very early days for this project, so if you're interested in getting involved or learning more, you can go to the:
- Docs: https://unionml.readthedocs.io/en/latest/
- Repo: https://github.com/unionai-oss/unionml
- Slack: https://flyte-org.slack.com/archives/C03JL38L65V
-
A note from our sponsor - SaaSHub
www.saashub.com | 2 May 2024
Stats
Basic unionml repo stats
6
330
4.0
6 months ago
unionai-oss/unionml is an open source project licensed under Apache License 2.0 which is an OSI approved license.
The primary programming language of unionml is Python.
Popular Comparisons
Sponsored
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com