pyod
llm-applications
| pyod | llm-applications | |
|---|---|---|
| 7 | 3 | |
| 7,962 | 1,504 | |
| - | 6.3% | |
| 7.5 | 8.3 | |
| 4 days ago | 10 days ago | |
| Python | Jupyter Notebook | |
| BSD 2-clause "Simplified" License | Creative Commons Attribution 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.
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.
llm-applications
What are some alternatives?
tods - TODS: An Automated Time-series Outlier Detection System
SeaGOAT - local-first semantic code search engine
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
llama-hub - A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain
alibi-detect - Algorithms for outlier, adversarial and drift detection
every-breath-you-take - Heart Rate Variability Training with the Polar H10 Monitor
pycaret - An open-source, low-code machine learning library in Python
pyobd - open source program for OBD2 car diagnostics
anomalib - An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
vectara-answer - LLM-powered Conversational AI experience using Vectara
stumpy - STUMPY is a powerful and scalable Python library for modern time series analysis
Rerender_A_Video - [SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation