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linjinjin123/awesome-AIOps

A curated collection of resources for learning and implementing AIOps, covering various aspects of AI/ML in operations.

1.7K
Archived
ML Ops
Realtime
#aiops#alarm-reduction#anomaly-detection

datamllab/tods

An automated time-series outlier detection system built with Python for anomaly detection and autoML.

1.7K
Archived
Python
ML Ops
Time Series
#anomaly-detection#automl#time-series-analysis

pygod-team/pygod

A Python library for graph-based anomaly detection and outlier detection, useful for fraud detection and security applications.

1.5K
Archived
Python
Machine Learning Ops
Security Tools
PyTorch
#anomaly-detection#graph-neural-networks#fraud-detection

nsoojin/coursera-ml-py

Python programming assignments for Andrew Ng's Coursera Machine Learning course

1.4K
Archived
Python
Tutorials & Courses
LLM Frameworks
Python
#machine-learning#andrew-ng#coursera

logpai/loglizer

A machine learning toolkit for log-based anomaly detection in AI/ML operations (AIOps)

1.4K
Archived
Jupyter Notebook
ML Ops
CLI Tools
#aiops#anomaly-detection#failure-diagnosis

sintel-dev/Orion

A Python library for unsupervised time series anomaly detection, useful for data science and ML applications.

1.3K
Active
Python
Anomaly Detection
Time Series
Python
#anomaly-detection#time-series#unsupervised-learning

sentinl/sentinl

Kibana Alert & Report App for Elasticsearch that helps monitor and visualize data anomalies

1.3K
Active
JavaScript
API Frameworks
Databases
Kibana
#alarm#alert#anomaly-detection

chickenbestlover/RNN-Time-series-Anomaly-Detection

A Pytorch-based RNN model for anomaly detection in time-series data.

1.3K
Archived
Python
Forecast
Prediction
PyTorch
#anomaly-detection#time-series#rnn

linkedin/luminol

Luminol is an anomaly detection and correlation library for Python, useful for identifying unusual patterns in data.

1.2K
Stable
Python
Anomaly Detection
#anomaly-detection#correlation#data-analysis

arundo/adtk

A Python toolkit for rule-based/unsupervised anomaly detection in time series data

1.2K
Archived
Python
Anomaly Detection
Time Series
#anomaly-detection#time-series#unsupervised

RubensZimbres/Repo-2017

This Python repository contains code examples for machine learning, NLP, and deep learning using Keras and Theano

1.2K
Archived
Python
ML Ops
Computer Vision
#machine-learning#deep-learning#natural-language-processing

khundman/telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data for spacecraft missions.

1.1K
Archived
Jupyter Notebook
Time-Series
Caching
Jupyter Notebook
#anomaly-detection#deep-learning#lstm

curiousily/Deep-Learning-For-Hackers

A collection of machine learning tutorials covering various topics like anomaly detection, time series forecasting, and object detection.

1.1K
Archived
Jupyter Notebook
ML Ops
Computer Vision
TensorFlow
#deep-learning#anomaly-detection#time-series-forecasting

Jingkang50/OpenOOD

A Python library for benchmarking generalized out-of-distribution detection algorithms.

1.0K
Stable
Python
Anomaly Detection
Novelty Detection
Python
#anomaly-detection#novelty-detection#open-set-recognition

Minqi824/ADBench

Official implementation of the ADBench anomaly detection benchmark for machine learning models

1.0K
Active
Python
Anomaly Detection
Benchmark
Python
#anomaly-detection#benchmark#data-mining
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