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集合主题趋势排行榜
#

anomaly-detection

Website
Wikipedia
https://static.github-zh.com/github_avatars/pycaret?size=40
pycaret / pycaret

#计算机科学#An open-source, low-code machine learning library in Python

数据科学citizen-data-scientistsPython机器学习pycaretgputime-seriesregressionclassificationanomaly-detectionclustering
Jupyter Notebook 9.36 k
2 个月前
https://static.github-zh.com/github_avatars/yzhao062?size=40
yzhao062 / pyod

#计算机科学#A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

outlier-detectionanomaly-detectionoutlier-ensemblesoutliersanomalyPython机器学习data-miningunsupervised-learningfraud-detectionautoencoderneural-networks深度学习数据科学数据分析out-of-distribution-detection
Python 9.27 k
2 个月前
sktime/sktime
https://static.github-zh.com/github_avatars/sktime?size=40
sktime / sktime

#计算机科学#A unified framework for machine learning with time series

time-series机器学习scikit-learntime-series-classificationtime-series-regressionforecastingtime-series-analysis数据科学data-miningHacktoberfest人工智能anomaly-detectionchangepoint-detectionsktimetime-series-segmentation
Python 9.09 k
3 天前
https://static.github-zh.com/github_avatars/yzhao062?size=40
yzhao062 / anomaly-detection-resources

#Awesome#Anomaly detection related books, papers, videos, and toolboxes

outlier-detectionanomaly-detectionoutlieroutlier-ensemblestime-series-analysisdata-miningAwesome Listsunsupervised-learningfraudfraud-detection机器学习graph-neural-networks
Python 8.76 k
2 个月前
https://static.github-zh.com/github_avatars/unit8co?size=40
unit8co / darts

#计算机科学#A python library for user-friendly forecasting and anomaly detection on time series.

Pythontime-seriesforecasting机器学习深度学习anomaly-detection数据科学
Python 8.68 k
8 天前
https://static.github-zh.com/github_avatars/open-edge-platform?size=40
open-edge-platform / anomalib

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

anomaly-localizationanomaly-segmentationanomaly-detectionunsupervised-learningneural-network-compressionopenvino
Python 4.39 k
4 天前
https://static.github-zh.com/github_avatars/salesforce?size=40
salesforce / Merlion

#计算机科学#Merlion: A Machine Learning Framework for Time Series Intelligence

time-seriesanomaly-detectionforecasting机器学习benchmarkingautomlensemble-learning
Python 4.31 k
1 年前
https://static.github-zh.com/github_avatars/stumpy-dev?size=40
stumpy-dev / stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

数据科学time-series-analysisdasknumbaPythonanomaly-detectionpattern-matchingpydatamatrix-profilemotif-discoverytime-series-segmentation
Python 3.94 k
2 个月前
https://static.github-zh.com/github_avatars/rob-med?size=40
rob-med / awesome-TS-anomaly-detection

#Awesome#List of tools & datasets for anomaly detection on time-series data.

anomaly-detectionAwesome Listsoutlier-detection机器学习data-mining数据分析time-seriestemporal-data
3.08 k
8 个月前
https://static.github-zh.com/github_avatars/hoya012?size=40
hoya012 / awesome-anomaly-detection

#计算机科学#A curated list of awesome anomaly detection resources

Awesome Listsanomaly-detectionanomalydetectionanomaly深度学习机器学习
2.81 k
3 年前
https://static.github-zh.com/github_avatars/Nixtla?size=40
Nixtla / nixtla

#大语言模型#TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection. Generative pretrained transformer for time series trained on over 100B data points. It's ca...

time-seriestime-series-forecasting机器学习深度学习forecastinggptanomaly-detection人工智能gpts大语言模型
Jupyter Notebook 2.79 k
7 天前
https://static.github-zh.com/github_avatars/curiousily?size=40
curiousily / Getting-Things-Done-with-Pytorch

#自然语言处理#Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoenco...

PyTorch深度学习机器学习机器视觉object-detectionface-detectionface-recognitiontime-seriestime-series-forecastingcoronavirus教程lstmanomaly-detectionbertsentiment-analysistransformer自然语言处理transfer-learningyolo
Jupyter Notebook 2.43 k
1 年前
https://static.github-zh.com/github_avatars/M-3LAB?size=40
M-3LAB / awesome-industrial-anomaly-detection

#计算机科学#Paper list and datasets for industrial image anomaly/defect detection (updating). 工业异常/瑕疵检测论文及数据集检索库(持续更新)。

anomaly-detectionanomaly-segmentation深度学习机器视觉dataset
2.33 k
8 天前
https://static.github-zh.com/github_avatars/axinc-ai?size=40
axinc-ai / ailia-models

#人脸识别#The collection of pre-trained, state-of-the-art AI models for ailia SDK

深度学习face-recognitionface-detectionobject-detectionobject-recognitionhand-detectionfashion-aiimage-classificationpose-estimationimage-segmentationobject-trackinganomaly-detectionaction-recognitionbackground-removalaudio-processingcrowd-countingGenerative Adversarial Network神经网络embeddings大语言模型
Python 2.2 k
6 天前
AIStream-Peelout/flow-forecast
https://static.github-zh.com/github_avatars/AIStream-Peelout?size=40
AIStream-Peelout / flow-forecast

#计算机科学#Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

深度学习PyTorchtime-series-forecastingtime-seriestransfer-learning深度神经网络transformerforecastinglstmtime-series-regressionanomaly-detectiontime-series-analysisHacktoberfest
Python 2.2 k
12 天前
https://static.github-zh.com/github_avatars/logpai?size=40
logpai / loghub
内容违规,已屏蔽
2.16 k
2 天前
https://static.github-zh.com/github_avatars/RubixML?size=40
RubixML / ML

#自然语言处理#A high-level machine learning and deep learning library for the PHP language.

机器学习数据科学神经网络analyticsPHPclassificationclusteringregressionanomaly-detection深度学习cross-validationprediction自然语言处理算法人工智能
PHP 2.14 k
11 小时前
https://static.github-zh.com/github_avatars/tradytics?size=40
tradytics / surpriver

#计算机科学#Find big moving stocks before they move using machine learning and anomaly detection

机器学习finance-applicationtradingtrading-algorithmsalgotradinganomaly-detection人工智能investmentstock-analysisstock
Python 1.81 k
4 年前
https://static.github-zh.com/github_avatars/logpai?size=40
logpai / logparser

A machine learning toolkit for log parsing [ICSE'19, DSN'16]

logLogginglog-parsinganomaly-detectionbenchmark
Python 1.76 k
5 天前
https://static.github-zh.com/github_avatars/linjinjin123?size=40
linjinjin123 / awesome-AIOps

#计算机科学#AIOps学习资料汇总,欢迎一起补全这个仓库,欢迎star

aiopstime-series-analysis机器学习深度学习anomaly-detection
1.65 k
1 年前
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