pyod
uncertainty-baselines
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pyod | uncertainty-baselines | |
---|---|---|
7 | 3 | |
7,889 | 1,344 | |
- | 0.8% | |
7.7 | 5.9 | |
13 days ago | about 1 month ago | |
Python | Python | |
BSD 2-clause "Simplified" License | Apache License 2.0 |
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
- Predictive Maintenance and Anomaly Detection Resources
uncertainty-baselines
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Google AI Introduces ‘Uncertainty Baselines Library’ For Uncertainty and Robustness in Deep Learning
Code for https://arxiv.org/abs/2106.04015 found: https://github.com/google/uncertainty-baselines
Quick 5 Min Read | Paper| Github |Google AI Blog
What are some alternatives?
tods - TODS: An Automated Time-series Outlier Detection System
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
alibi-detect - Algorithms for outlier, adversarial and drift detection
pycaret - An open-source, low-code machine learning library in Python
pytorch-forecasting - Time series forecasting with PyTorch
stumpy - STUMPY is a powerful and scalable Python library for modern time series analysis
anomalib - An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
pymiere - Python for Premiere pro
kafkaml-anomaly-detection - Project for real-time anomaly detection using Kafka and python
loglizer - A machine learning toolkit for log-based anomaly detection [ISSRE'16]
deep_learning_and_the_game_of_go - Code and other material for the book "Deep Learning and the Game of Go"
pygod - A Python Library for Graph Outlier Detection (Anomaly Detection)