numpy-stl
pyod
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| numpy-stl | pyod | |
|---|---|---|
| 1 | 7 | |
| 594 | 7,928 | |
| - | - | |
| 6.6 | 7.7 | |
| 5 months ago | 16 days ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | BSD 2-clause "Simplified" 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.
numpy-stl
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Question about 3D model assessment
So far I found https://github.com/WoLpH/numpy-stl which is nice but only covers the first question easily.
pyod
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A Comprehensive Guide for Building Rag-Based LLM Applications
This is a feature in many commercial products already, as well as open source libraries like PyOD. https://github.com/yzhao062/pyod
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Analyze defects and errors in the created images
PyOD
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Multivariate Outlier Detection in Python
Check out the algorithms and documentation in this toolkit. It’ll give you a list of methods to read up on to understand their mechanisms. https://github.com/yzhao062/pyod
- Pyod – A Comprehensive and Scalable Python Library for Outlier Detection
- Predictive Maintenance and Anomaly Detection Resources
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[D] Unsupervised Outlier Detection - Advise Requested
The source code and documentaion of PyOD is the best survey about OOD. Besides, the normalized flow and VQVAE are also feasible.
- PyOD: ~50 anomaly detection algorithms in one framework.
What are some alternatives?
python-binance - Binance Exchange API python implementation for automated trading
tods - TODS: An Automated Time-series Outlier Detection System
cadquery - A python parametric CAD scripting framework based on OCCT
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
dpnp - Data Parallel Extension for NumPy
alibi-detect - Algorithms for outlier, adversarial and drift detection
scapy - Scapy: the Python-based interactive packet manipulation program & library. Supports Python 2 & Python 3.
pycaret - An open-source, low-code machine learning library in Python
Deskmat - 900 x 400 Deskmat model/Blender file for keyboard rendering scenes
stumpy - STUMPY is a powerful and scalable Python library for modern time series analysis
pwntools - CTF framework and exploit development library
anomalib - An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.