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cleanlab/cleanlab

An open-source library for data-centric AI with tools for data quality and machine learning on messy, real-world data.

11.4K
Active
Python
Data Quality
Python
#data-centric-ai#data-quality#data-cleaning

yzhao062/pyod

A Python library for outlier and anomaly detection, integrating classical and deep learning techniques.

9.7K
Active
Python
Anomaly & Outlier Detection
#anomaly-detection#outlier-detection#unsupervised-learning

pycaret/pycaret

An open-source, low-code machine learning library in Python for building and training machine learning models.

9.7K
Experimental
Jupyter Notebook
React
#machine learning#open-source#python

sktime/sktime

A unified framework for machine learning with time series in Python, focused on forecasting, anomaly detection, and more.

9.6K
Active
Python
Time Series Analysis
#time-series#forecasting#anomaly-detection

unit8co/darts

A Python library for user-friendly forecasting and anomaly detection on time series data.

9.2K
Active
Python
Time Series
Databases
Python
#forecasting#anomaly-detection#time-series

yzhao062/anomaly-detection-resources

A comprehensive collection of resources for anomaly detection, including books, papers, videos, and toolboxes.

9.2K
Stable
Python
LLM Frameworks
Computer Vision
Python
#anomaly-detection#outlier-detection#fraud-detection

open-edge-platform/anomalib

An open-source anomaly detection library with state-of-the-art algorithms and features like experiment management and edge inference.

5.4K
Active
Python
Computer Vision
Inference
Python
#anomaly-detection#anomaly-localization#anomaly-segmentation

salesforce/Merlion

A Python framework for building advanced time series forecasting and anomaly detection models.

4.5K
Archived
Python
ML Ops
Caching
#time-series#forecasting#anomaly-detection

Nixtla/nixtla

TimeGPT-1 is a production-ready pre-trained time series foundation model for forecasting and anomaly detection.

3.8K
Active
Jupyter Notebook
LLM Frameworks
API Frameworks
Jupyter Notebook
#anomaly-detection#forecasting#time-series

twitter/AnomalyDetection

An R library for detecting anomalies in time series data using statistical models.

3.6K
Archived
R
ML Ops
#anomaly-detection#time-series#statistics

M-3LAB/awesome-industrial-anomaly-detection

A comprehensive resource for industrial image anomaly/defect detection papers and datasets.

3.3K
Active
Computer Vision
Databases
#anomaly-detection#defect-detection#industrial-image

rob-med/awesome-TS-anomaly-detection

A curated list of tools and datasets for anomaly detection on time-series data.

3.2K
Archived
Data Analysis
Data Mining
#anomaly-detection#time-series#outlier-detection

hoya012/awesome-anomaly-detection

A curated list of awesome resources for anomaly detection using machine learning and deep learning techniques.

2.9K
Archived
Machine Learning
Tutorials & Courses
#anomaly-detection#machine-learning#deep-learning

logpai/loghub

A large collection of system log datasets for AI-driven log analytics.

2.6K
Active
Anomaly Detection
Datasets
#log-analysis#log-intelligence#log-parsing

SeldonIO/alibi-detect

Detects anomalies and drift in data with algorithms for outlier, adversarial, and concept-drift detection.

2.5K
Stable
Jupyter Notebook
Jupyter Notebook
#anomaly-detection#drift-detection#outlier-detection

curiousily/Getting-Things-Done-with-Pytorch

A collection of Jupyter Notebook tutorials on solving real-world problems with machine learning and deep learning using PyTorch.

2.5K
Archived
Jupyter Notebook
Computer Vision
Time Series Forecasting
#computer-vision#time-series#anomaly-detection

ailia-ai/ailia-models

A collection of pre-trained, state-of-the-art AI models for the ailia SDK, supporting a wide range of computer vision and natural language processing tasks.

2.3K
Active
Python
AI SDKs & Wrappers
Computer Vision
Python
#ai-models#computer-vision#natural-language-processing

RubixML/ML

A high-level machine learning and deep learning library for the PHP language.

2.2K
Active
PHP
ML Ops
API Frameworks
#machine-learning#deep-learning#analytics

etsy/skyline

Skyline is a Python library for detecting anomalies in time series data, part of the Kale stack.

2.1K
Archived
Python
Agents & Orchestration
Time Series
Python
#anomaly-detection#time-series#monitoring

WenjieDu/PyPOTS

A Python toolkit for building machine/deep learning models on partially-observed time series data

2.0K
Active
Python
Machine Learning Ops
Databases
PyTorch
#time-series#anomaly-detection#forecasting

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