kedro-great
dephell
| kedro-great | dephell | |
|---|---|---|
| 1 | 5 | |
| 52 | 1,668 | |
| - | - | |
| 0.0 | 7.6 | |
| over 1 year ago | over 3 years ago | |
| Python | Python | |
| MIT License | MIT 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.
kedro-great
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[D] What’s the simplest, most lightweight but complete and 100% open source MLOps toolkit? -> MY OWN CONCLUSIONS
I expected Great Expectations library to be recommended, but nobody told anything. Instead, unit testing and/or smoke tests using pytest. And checking them with Jenkins. Anyway, if Kedro ends up being our project template, I'll keep an eye on the plugin with Great Expectations.
dephell
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How to generate setup.py from pyproject.toml
I've found https://github.com/dephell/dephell but seems to be outdated.
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Should i Continue this Project or Abandon it? ; https://github.com/iamDyeus/KnickAI
I had a few relatively famous projects (like dephell), and at some point I lost my sleep because I was "fixing bugs" in it in my head in the middle of the night. Archiving it, closing issues in everything else, and starting to just write projects for my own fun only was the best decision I ever made. Don't make my mistakes. Don't ask random people on the internet what you should do. Do what you want to do and enjoy doing.
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PDM: A Modern Python Package Manager
You jest and yet...
https://github.com/dephell/dephell
Dephell is a converter for python packaging systems. It can turn poetry files into requirements.txt, or setuptools' setup.py into pipenv's Pipfile etc.
Python Packaging: There is More Than One Way to Do It
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[D] What’s the simplest, most lightweight but complete and 100% open source MLOps toolkit? -> MY OWN CONCLUSIONS
Not necessarily. You can use Dephell (https://github.com/dephell/dephell) to convert from poetry to the old-fashioned requirements.txt
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Whats The Latest On Pipenv Poetry Etc
(& also come across DepHell)
What are some alternatives?
great_expectations - Always know what to expect from your data.
PDM - A modern Python package and dependency manager supporting the latest PEP standards
Poetry - Python packaging and dependency management made easy
conda - A system-level, binary package and environment manager running on all major operating systems and platforms.
streamlit - Streamlit — A faster way to build and share data apps.
pip-tools - A set of tools to keep your pinned Python dependencies fresh.
metaflow - :rocket: Build and manage real-life ML, AI, and data science projects with ease!
pip - The Python package installer
feast - Feature Store for Machine Learning
wheel - Adoption analysis of Python Wheels: https://pythonwheels.com/
fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production
Curdling - Concurrent package manager for Python