mlnotify
covalent
Our great sponsors
| mlnotify | covalent | |
|---|---|---|
| 9 | 4 | |
| 340 | 689 | |
| 0.0% | 8.6% | |
| 0.0 | 8.9 | |
| almost 2 years ago | 15 days ago | |
| Vue | Python | |
| MIT License | Apache License 2.0 |
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.
mlnotify
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A ping when your model is done training !
Repo : https://github.com/aporia-ai/mlnotify
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[P] MLNotify - Get a push notification on model training completion with 1 line of import.
MLNotify: https://mlnotify.aporia.com/ GitHub: https://github.com/aporia-ai/mlnotify The story behind: https://www.aporia.com/meet-mlnotify/
- MLNotify v1.0
- Training your model can take a long long time... get NOTIFIED when it's finished!
- MLNotify – One import to get notified when your model training is finished
- MLNotify - Get notified when your ML model is finished training
- MLNotify - Get notified when your model is finished training
covalent
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Remote execution of code
Pretty interesting request, if SSH is not used, i would try using something like dask which uses tcp to connect and execute assuming your workers are in another machine.I also think something like covalent can be used to extend your own custom plugin in their ecosystem to connect how you want. We have a very custom private plugin written on top of covalent's to have a custom protocol to connect our central on-prem GPU machines to our local laptops that is rpc based, mostly for high performance as well as some mandate security from where the GPU machines are. Once done it is pretty much something like
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Prefect alternatives meant for Slurm (HPC)
Does anyone here have any suggestions of alternatives tailored for Slurm on HPC? I know Covalent is one option, but I'm curious about others as well. Ideally the platform should be Pythonic, have a GUI, and be reasonably active/well-maintained.
- Show HN: Covalent – distributed computing for ML, HPC and Quantum (open source)
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Your strategies for offloading computation
Came across this new tool exactly for this - https://github.com/AgnostiqHQ/covalent
What are some alternatives?
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