best-of-python-dev
best-of-generator
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| best-of-python-dev | best-of-generator | |
|---|---|---|
| 2 | 3 | |
| 907 | 62 | |
| 3.0% | - | |
| 7.8 | 1.9 | |
| 6 days ago | 13 days ago | |
| Python | Python | |
| Creative Commons Attribution Share Alike 4.0 | GNU General Public License v3.0 only |
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.
best-of-python-dev
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[P] best-of-ml-python: A ranked list of awesome machine learning Python libraries
best-of-python-dev: Python developer tools and libraries:
best-of-generator
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best-of-python: A ranked list of awesome Python libraries and tools
btw. If you like to keep track on how we might implement your suggestion, you can also open an issue here with your suggestions: https://github.com/best-of-lists/best-of-generator/issues/new/choose
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[P] best-of-ml-python: A ranked list of awesome machine learning Python libraries
Good point. Our goal is actually to get to an automated scoring system that can reflect not just popularity, but also lots of other qualitative factors for libraries. With our initial release, we are already taking many different factors into account, not only stars: https://github.com/best-of-lists/best-of-generator#project-quality-score . But there is a lot to improve, and we are working on an improved version of the calculation.
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Top 5 Model Interpretability Libraries for Python
Welcome to the post about the Top 5 Python ML Model Interpretability libraries! You ask yourself how we selected the libraries? Well, we took them from our Best of Machine Learning with Python list. All libraries on this best-of list are automatically ranked by a quality score based on a variety of metrics, such as GitHub stars, code activity, used license and other factors. You can find more details in the best-of-generator repo.
What are some alternatives?
testbook - 🧪 📗 Unit test your Jupyter Notebooks the right way
dtale - Visualizer for pandas data structures
ochrona-cli - A command line tool for detecting vulnerabilities in Python dependencies and doing safe package installs
ydata-profiling - 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
remote - Moved to https://github.com/labmlai/labml/tree/master/remote
best-of-ml-python - 🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
autoflake - Removes unused imports and unused variables as reported by pyflakes
pywsitest - PYthon WebSocket Integration TESTing framework
best-of-web-python - 🏆 A ranked list of awesome python libraries for web development. Updated weekly.
best-of-jupyter - 🏆 A ranked list of awesome Jupyter Notebook, Hub and Lab projects (extensions, kernels, tools). Updated weekly.
ubelt - A Python utility library with a stdlib like feel and extra batteries. Paths, Progress, Dicts, Downloads, Caching, Hashing: ubelt makes it easy!