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logpai/logparser

A machine learning toolkit for log parsing, useful for anomaly detection and analysis.

1.9K
Experimental
Python
ML Ops
Search
Python
#log-parsing#anomaly-detection#log-analysis

tradytics/surpriver

A Python library for finding big moving stocks using machine learning and anomaly detection.

1.9K
Archived
Python
Anomaly Detection
Backend Frameworks
Python
#finance#stock-trading#machine-learning

safe-graph/graph-fraud-detection-papers

A curated list of Graph/Transformer-based papers and resources for fraud, anomaly, and outlier detection.

1.8K
Active
Machine Learning
Data Mining
#academic-publications#anomaly-detection#data-science

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

aeon-toolkit/aeon

A toolkit for time series machine learning and deep learning, focused on data-mining and forecasting.

1.3K
Active
Python
Time Series
Data Mining
Python
#time-series#forecasting#machine-learning

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

yahoo/egads

A Java library for automatically detecting anomalies in large-scale time-series data.

1.2K
Archived
Java
Anomaly Detection
#anomaly-detection#time-series#big-data

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

endgameinc/RTA

A Python library for real-time anomaly detection and alerting on time-series data.

1.1K
Archived
Python
Agents & Orchestration
Realtime
React
#anomaly-detection#time-series#alerting

CASIA-LMC-Lab/AnomalyGPT

AnomalyGPT is a powerful tool for detecting industrial anomalies using large vision-language models.

1.1K
Archived
Python
Computer Vision
LLM Frameworks
Python
#computer-vision#anomaly-detection#industrial-ai

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

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