llm-applications
pyod
| llm-applications | pyod | |
|---|---|---|
| 3 | 7 | |
| 1,526 | 7,994 | |
| 7.6% | - | |
| 8.3 | 7.5 | |
| 27 days ago | 7 days ago | |
| Jupyter Notebook | Python | |
| Creative Commons Attribution 4.0 | 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.
llm-applications
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?
SeaGOAT - local-first semantic code search engine
tods - TODS: An Automated Time-series Outlier Detection System
llama-hub - A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
every-breath-you-take - Heart Rate Variability Training with the Polar H10 Monitor
alibi-detect - Algorithms for outlier, adversarial and drift detection
pyobd - open source program for OBD2 car diagnostics
pycaret - An open-source, low-code machine learning library in Python
vectara-answer - LLM-powered Conversational AI experience using Vectara
anomalib - An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Rerender_A_Video - [SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation
stumpy - STUMPY is a powerful and scalable Python library for modern time series analysis