system-intelligence
lastversion
| system-intelligence | lastversion | |
|---|---|---|
| 1 | 1 | |
| 7 | 363 | |
| - | - | |
| 0.0 | 8.8 | |
| about 1 year ago | about 1 month ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | BSD 2-clause "Simplified" License |
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.
system-intelligence
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your ML workflow?
mlf-core provides CPU and GPU deterministic project templates. Hence, when you are using a mlf-core template you can be sure that you always get the bit exact same results given the same hardware. mlf-core ensures this by tracking all parameters and metrics with MLflow, tracking all hardware with system-intelligence, containerizing the environment with Conda and MLflow and the final spicy ingredient: mlf-core lint. This custom static code analyzer evaluates your code for two things: 1. You are forcing deterministic algorithms. Pytorch and Tensorflow use non-deterministic algorithms by default, but there ways to force part of them to behave 2. You are NOT using non-deterministic algorithms. If any of those are found mlf-core lint will alert you and tell you which function in which file and line violates determinism. You can then replace this method with a deterministic workaround.
lastversion
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Get always the last version of the github/gitlab software.
View on GitHub
What are some alternatives?
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github-downloads-count - A script to get downloads count of your GitHub repositories
lastversionREADME-ZH-CN.md
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aexpy - AexPy /eikspai/ is Api EXplorer in PYthon for detecting API breaking changes in Python packages.