numba-dpex
Data Parallel Extension for Numba (by IntelPython)
stumpy
STUMPY is a powerful and scalable Python library for modern time series analysis (by TDAmeritrade)
| numba-dpex | stumpy | |
|---|---|---|
| 1 | 6 | |
| 69 | 2,994 | |
| - | 1.0% | |
| 9.8 | 7.9 | |
| 3 days ago | about 1 month ago | |
| Python | Python | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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.
numba-dpex
Posts with mentions or reviews of numba-dpex.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-11-01.
-
Intel Extension for Scikit-Learn
> Intel are focused on data-parallel C++ for delivering high performance, rightly or wrongly.
They also invest efforts in making it possible to write high performance kernels in Python using an extension to the numba Python compiler:
https://github.com/IntelPython/numba-dppy
stumpy
Posts with mentions or reviews of stumpy.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-22.
- Stumpy: Matrix profile time series analysis
-
Time Series Analysis for air pollution data not aligned [R] [P]
Have you tried using STUMPY (https://github.com/TDAmeritrade/stumpy)?
- [D] STUMPY v1.11.0 Released for Modern Time Series Analysis
-
[D][R] Clustering techniques for time series - MSc thesis
Haven't used it before, but I've seen a few powerpoints on https://github.com/TDAmeritrade/stumpy.
- Looking for a simple Time Series model for predicting stock prices
What are some alternatives?
When comparing numba-dpex and stumpy you can also consider the following projects:
pycrown - PyCrown - Fast raster-based individual tree segmentation for LiDAR data
pyod - A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)