bitbeast
Experiments with Model Training, Deployment & Monitoring (by prabhuomkar)
inferencedb
🚀 Stream inferences of real-time ML models in production to any data lake (Experimental) (by aporia-ai)
bitbeast | inferencedb | |
---|---|---|
1 | 9 | |
32 | 77 | |
- | - | |
5.1 | 0.0 | |
3 months ago | almost 2 years ago | |
Python | Python | |
- | GNU General Public License v3.0 or later |
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.
bitbeast
Posts with mentions or reviews of bitbeast.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-22.
-
[P] Benchmarking some PyTorch Inference Servers
Source Code and Results: https://github.com/prabhuomkar/bitbeast/tree/master/ptibench
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
What are some alternatives?
When comparing bitbeast and inferencedb you can also consider the following projects:
deepchecks - Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.
kfserving - Standardized Serverless ML Inference Platform on Kubernetes [Moved to: https://github.com/kserve/kserve]