system-intelligence
python-semver
| system-intelligence | python-semver | |
|---|---|---|
| 1 | 1 | |
| 7 | 448 | |
| - | 2.5% | |
| 0.0 | 6.5 | |
| about 1 year ago | 19 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | BSD 3-clause "New" or "Revised" 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.
python-semver
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LGTM Devlog 19: Game data/quest storage
To do this I will use the package python-semver to easily handle it. I'll define a function that I can run on the current save data version, and the new code data version, to say whether this upgrade is safe or not:
What are some alternatives?
terminusdb-client-python - TerminusDB Python Client
commitizen - Create committing rules for projects :rocket: auto bump versions :arrow_up: and auto changelog generation :open_file_folder:
Preql - An interpreted relational query language that compiles to SQL.
poetry-dynamic-versioning - Plugin for Poetry to enable dynamic versioning based on VCS tags
semantic-release-codeartifact - A semantic-release plugin for publishing packages to AWS CodeArtifact
Version - Represent and compare versions via semantic versioning (SemVer) in Swift
python-semantic-release - Automatic semantic versioning for python projects
node-calver - The calver parser for node. 📆 🚀
jsemver - Java implementation of the SemVer Specification
guessit - GuessIt is a python library that extracts as much information as possible from a video filename.
parver - Parse and manipulate version numbers.
hyper-bump-it - Bump the version for a software release