time-series-analysis · GitHub Topics

anomaly-detection-resources

Yue Zhao@yzhao062

#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 awesome-list

Python8.4 k

4 个月前

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 machine-learning scikit-learn time-series-classification time-series-regression forecasting time-series-analysis data-science data-mining

Python7.81 k

2 个月前

stumpy

TD Ameritrade@TDAmeritrade

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

data-science time-series-analysis dask numba python anomaly-detection pattern-matching pydata matrix-profile motif-discovery

Python3.5 k

4 个月前

atspy

Derek Snow@firmai

#时序数据库# AtsPy: Automated Time Series Models in Python (by @firmai)

翻译 - Python的最佳自动时间序列模型（AtsPy）

time-series time-series-analysis automated python forecasting forecasting-models

Python513

2 年前

PaddleTS

@PaddlePaddle • 百度

Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting v...

time-series-forecasting time-series-models time-series-analysis nbeats nhits paddlets paddlepaddle deepar ts2vec informer

Python487

1 个月前