whitebox
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes (by squaredev-io)
xplainable
Real-time explainable machine learning for business optimisation (by xplainable)
| whitebox | xplainable | |
|---|---|---|
| 12 | 2 | |
| 181 | 52 | |
| 0.6% | - | |
| 2.8 | 9.0 | |
| 10 months ago | 19 days ago | |
| Python | Python | |
| MIT License | GNU Affero General Public License v3.0 |
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.
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....
xplainable
Posts with mentions or reviews of xplainable.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Explainable (Structured) Machine Learning Algorithm
Just for some respite from the discussion of our soon-to-be AI overlords (LLMs), I'm one of the contributors to an open-source Python package, Xplainable (https://github.com/xplainable/xplainable). Xplainable is a novel (structured) machine learning algorithm that's inherently explainable, as opposed to being a post-hoc explainer (like SHAP or Lime).
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Tools for documenting OS Python Package
I'm looking at migrating the docs for our open-source Python package https://github.com/xplainable/xplainable from sphinx to something else. I was initially looking at either docosaurus or Mintlify. Mintlify looks substantially easier to setup but I'm questioning the extensibility (also the cost).
What are some alternatives?
When comparing whitebox and xplainable you can also consider the following projects:
statsforecast - Lightning ⚡️ fast forecasting with statistical and econometric models.