anomaly-detection · GitHub Topics

pycaret / pycaret

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

翻译 - Python中的开源低代码机器学习库

数据科学 citizen-data-scientists Python 机器学习 pycaret gpu time-series regression classification anomaly-detection clustering

Jupyter Notebook 9.2 k

6 天前

yzhao062 / pyod

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

翻译 - 用于可扩展离群值检测（异常检测）的Python工具箱

outlier-detection anomaly-detection outlier-ensembles outliers anomaly Python 机器学习 data-mining unsupervised-learning fraud-detection autoencoder neural-networks 深度学习数据科学数据分析 out-of-distribution-detection

Python 8.91 k

2 个月前

yzhao062 / anomaly-detection-resources

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

翻译 - 与异常检测相关的书籍，论文，视频和工具箱

outlier-detection anomaly-detection outlier outlier-ensembles time-series-analysis data-mining Awesome Lists unsupervised-learning fraud fraud-detection 机器学习 graph-neural-networks

Python 8.59 k

3 个月前

unit8co / darts

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

翻译 - 一个易于操作和预测时间序列的python库。

Python time-series forecasting 机器学习深度学习 anomaly-detection 数据科学

Python 8.41 k

3 天前

sktime / sktime

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

翻译 - 兼容scikit-learn的Python工具箱，用于按时间序列进行机器学习

time-series 机器学习 scikit-learn time-series-classification time-series-regression forecasting time-series-analysis 数据科学 data-mining Hacktoberfest 人工智能 anomaly-detection

Python 8.25 k

5 天前

salesforce / Merlion

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

翻译 - Merlion：时间序列智能的机器学习框架

time-series anomaly-detection forecasting 机器学习 benchmarking automl ensemble-learning

Python 4.16 k

9 个月前

openvinotoolkit / anomalib

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

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

anomaly-localization anomaly-segmentation anomaly-detection unsupervised-learning neural-network-compression openvino

Python 4.12 k

6 天前

TDAmeritrade / stumpy

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

翻译 - STUMPY是一个功能强大且可扩展的Python库，可用于各种时间序列数据挖掘任务

数据科学 time-series-analysis dask numba Python anomaly-detection pattern-matching pydata matrix-profile motif-discovery

Python 3.79 k

1 个月前

rob-med / awesome-TS-anomaly-detection

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

anomaly-detection Awesome Lists outlier-detection 机器学习 data-mining 数据分析 time-series temporal-data

3.02 k

5 个月前

hoya012 / awesome-anomaly-detection

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

Awesome Lists anomaly-detection anomalydetection anomaly 深度学习机器学习

2.79 k

2 年前

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-series time-series-forecasting 机器学习深度学习 forecasting gpt anomaly-detection 人工智能 gpts 大语言模型

Jupyter Notebook 2.63 k

8 天前

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...