numpy-groupies
Optimised tools for group-indexing operations: aggregated sum and more (by ml31415)
python-performance-playground
Performance analysis of Python snippets for scientific computing (by fandreuz)
| numpy-groupies | python-performance-playground | |
|---|---|---|
| 1 | 1 | |
| 191 | 4 | |
| - | - | |
| 5.9 | 0.0 | |
| 15 days ago | over 1 year ago | |
| Python | Python | |
| BSD 2-clause "Simplified" License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
numpy-groupies
Posts with mentions or reviews of numpy-groupies.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-06-10.
-
From Python to NumPy
I have had the same experience and instead of Pandas have been using numpy-groupies to handle aggregate/groupby operations. It's quite performant and feels a bit cleaner to use than importing pandas for a couple operations.
https://github.com/ml31415/numpy-groupies
python-performance-playground
Posts with mentions or reviews of python-performance-playground.
We have used some of these posts to build our list of alternatives
and similar projects.
-
I collected my scientific Python snippets and automatised the benchmarks with GitHub Actions
Repository: https://github.com/fAndreuzzi/python-performance-playground
What are some alternatives?
When comparing numpy-groupies and python-performance-playground you can also consider the following projects:
ruck - 🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning
mars - Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.
gonum - Gonum is a set of numeric libraries for the Go programming language. It contains libraries for matrices, statistics, optimization, and more
hep - hep is the mono repository holding all of go-hep.org/x/hep packages and tools
awkward - Manipulate JSON-like data with NumPy-like idioms.