nuclio
High-Performance Serverless event and data processing platform (by nuclio)
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning (by EthicalML)
| nuclio | awesome-production-machine-learning | |
|---|---|---|
| 4 | 9 | |
| 5,159 | 16,020 | |
| 0.6% | 1.6% | |
| 9.4 | 7.5 | |
| 1 day ago | 3 days ago | |
| Go | ||
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
nuclio
Posts with mentions or reviews of nuclio.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-13.
-
Exploring Open-Source Alternatives to Landing AI for Robust MLOps
For the efficiency of "serverless" functions, I would consider Nuclio as a viable option to rely on.
- Deploying Python Script as ML Service
-
Appwrite, the open-source Firebase alternative releases v0.13
Does Appwrite offer any benefits over Nuclio?
-
Azure function alternative
And surfing the web i've found this: https://github.com/nuclio/nuclio
awesome-production-machine-learning
Posts with mentions or reviews of awesome-production-machine-learning.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-12-13.
-
Exploring Open-Source Alternatives to Landing AI for Robust MLOps
One trove of treasures is the awesome-production-machine-learning repository on GitHub. This curated list provides a multitude of frameworks, libraries, and software designed to facilitate various stages of the ML lifecycle.
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[P] We are building a curated list of open source tooling for data-centric AI workflows, looking for contributions.
There is a cool, gigantic list for MLOps that I can recommend: https://github.com/EthicalML/awesome-production-machine-learning
-
How much of a full DS project pipeline can I do for free?
There are a lot of frameworks and specific tools out there that try to make production ML projects viable; from specific like Airflow (orchestrating jobs) and MLflow (experiment tracking) to more complex ones like Kubeflow. You can have a grasp here.
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Sqldiff: SQLite Database Difference Utility
https://github.com/EthicalML/awesome-production-machine-lear...
- [D] What are the best resources to crack M L system design interviews?
-
I'm looking for a tool that let's you visualize the models architecture like this. Any idea what it is called?
https://github.com/EthicalML/awesome-production-machine-learning I think you will find most of the tools to visualize the model on this link.
- Awesome production machine learning - curated list of awesome open source libraries that will help you deploy, monitor, version, scale, and secure your production machine learning [free] [website] [@all]
-
Crucial differences in MLOps for deep learning
2/ https://github.com/EthicalML/awesome-production-machine-learning
What are some alternatives?
When comparing nuclio and awesome-production-machine-learning you can also consider the following projects:
OpenFaaS - OpenFaaS - Serverless Functions Made Simple
shap - A game theoretic approach to explain the output of any machine learning model.
faasd - A lightweight & portable faas engine
awesome-jax - JAX - A curated list of resources https://github.com/google/jax
fission - Fast and Simple Serverless Functions for Kubernetes
netron - Visualizer for neural network, deep learning and machine learning models
fn - The container native, cloud agnostic serverless platform.
awesome-mlops - :sunglasses: A curated list of awesome MLOps tools
kompose - Convert Compose to Kubernetes
awesome-ml-for-cybersecurity - :octocat: Machine Learning for Cyber Security
faas-netes - Serverless Functions For Kubernetes
datascience - Curated list of Python resources for data science.
nuclio vs OpenFaaS
awesome-production-machine-learning vs shap
nuclio vs faasd
awesome-production-machine-learning vs awesome-jax
nuclio vs fission
awesome-production-machine-learning vs netron
nuclio vs fn
awesome-production-machine-learning vs awesome-mlops
nuclio vs kompose
awesome-production-machine-learning vs awesome-ml-for-cybersecurity
nuclio vs faas-netes
awesome-production-machine-learning vs datascience