mpire
best-of-python
| mpire | best-of-python | |
|---|---|---|
| 8 | 5 | |
| 1,910 | 3,425 | |
| 1.5% | 1.4% | |
| 7.5 | 7.8 | |
| 9 days ago | 3 days ago | |
| Python | Python | |
| MIT License | Creative Commons Attribution Share Alike 4.0 |
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.
mpire
- GitHub - sybrenjansen/mpire: A Python package for easy multiprocessing, but faster than multiprocessing
- Mpire: A Python package for easier and faster multiprocessing
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Which not so well known Python packages do you like to use on a regular basis and why?
mpire for multiprocessing.
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How do you deal with parallelising parts of an ML pipeline especially on Python?
https://github.com/Slimmer-AI/mpire is a nice lib, with better performance than multiprocessing.
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Dask – a flexible library for parallel computing in Python
Shout out to an alternative to Dask: MPIRE https://github.com/Slimmer-AI/mpire
- Multi-Threading in Python
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I'd like to introduce MPIRE: MultiProcessing Is Really Easy
After several iterations of feedback and exposure to production environments, it is now the go-to multiprocessing library at Slimmer AI. Recently, we’ve made it publicly available on GitHub (https://github.com/Slimmer-AI/mpire).
best-of-python
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Which not so well known Python packages do you like to use on a regular basis and why?
You may be interested in this best-of-python list on github.
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I am a proficient Python coder whose learning has plateaued. Any really useful libraries I should look into learning? Taking recommendations.
I suggest looking at this and this github links which group many of the most used/useful python libraries by their category of use.
- ml-tooling/best-of-python A ranked list of awesome Python open-source libraries & tools. Updated weekly.
- Best of Python
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[P] best-of-ml-python: A ranked list of awesome machine learning Python libraries
best-of-python: General overview of Python libraries & tools
What are some alternatives?
Dask - Parallel computing with task scheduling
pymunk - Pymunk is a easy-to-use pythonic 2d physics library that can be used whenever you need 2d rigid body physics from Python
cudf - cuDF - GPU DataFrame Library
Box - Python dictionaries with advanced dot notation access
distributed - A distributed task scheduler for Dask
fastapi-featureflags - FastAPI Feature Flags
pathml - Tools for computational pathology
glom - ☄️ Python's nested data operator (and CLI), for all your declarative restructuring needs. Got data? Glom it! ☄️
cunumeric - An Aspiring Drop-In Replacement for NumPy at Scale
gTTS - Python library and CLI tool to interface with Google Translate's text-to-speech API
legate.pandas - An Aspiring Drop-In Replacement for Pandas at Scale
chepy - Chepy is a python lib/cli equivalent of the awesome CyberChef tool.