inferencedb
🚀 Stream inferences of real-time ML models in production to any data lake (Experimental) (by aporia-ai)
whitebox
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes (by squaredev-io)
| inferencedb | whitebox | |
|---|---|---|
| 9 | 12 | |
| 77 | 181 | |
| - | 0.6% | |
| 0.0 | 2.8 | |
| almost 2 years ago | 10 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | 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.
inferencedb
Posts with mentions or reviews of inferencedb.
We have used some of these posts to build our list of alternatives
and similar projects.
- [P] InferenceDB - Makes it easy to store predictions of real-time ML models in S3
- InferenceDB: Stream inferences of real-time ML models to S3 using Kafka
- InferenceDB: Stream inferences of real-time ML models in production to any data lake 🚀
- InferenceDB – Stream ML inferences to S3 or any data lake with CRDs
- InferenceDB – Stream predictions from KServe to S3 or any data lakes
- InferenceDB – Stream predictions of real-time ML models to data lakes
whitebox
Posts with mentions or reviews of whitebox.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-06.
- [P] We made an open source ML / data monitoring platform
-
A machine learning monitoring platform
Check it out on GitHub: https://github.com/squaredev-io/whitebox And, read the docs here: https://squaredev-io.github.io/whitebox/
- A new ML Monitoring platform. Stars help a lot 🤟
- I'm doing some work on the SDK of Whitebox, a new ML monitoring platform. First time building an SQD for mass consumption in python so feedback is essential. Here is the PR link.
- Hello, I am creating an open source ML monitoring platform. It's still early work and feedback is much appreciated. There is also a planned MLFlow integration. What do you think?
- We just open-sourced Whitebox for machine learning models monitoring!!!
- We just open-sourced Whitebox for machine learning models monitoring....
- We just open-sourced Whitebox for AI models monitoring....
What are some alternatives?
When comparing inferencedb and whitebox you can also consider the following projects:
kfserving - Standardized Serverless ML Inference Platform on Kubernetes [Moved to: https://github.com/kserve/kserve]