timeseries-analysis 开源项目推荐（454 个）

statsmodels /statsmodels

Statsmodels：用Python进行统计建模与计量经济学分析的工具

qingsongedu /time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

apache /horaedb

Apache HoraeDB（正在孵化）是一个高性能、分布式、云原生时间序列数据库。

qingsongedu /awesome-AI-for-time-series-papers

顶级人工智能会议和期刊上关于人工智能时间序列的论文、教程和调查的专业列表。

OSGeo /grass

GRASS - free and open-source geospatial processing engine

microsoft /TimeCraft

Official code for TimeCraft: A Time Series Generation Framework for Real-World Applications

business-science /pytimetk

Time series easier, faster, more fun. Pytimetk.

target /matrixprofile-ts

A Python library for detecting patterns and anomalies in massive datasets using the Matrix Profile

reservoirpy /reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

earthgecko /skyline

Real-time anomaly detection for time series metrics. 11 years of production anomaly detection evolution. Multi-algorithm ensembles. Pattern recognition using semi-supervised and unsupervised learning. Correlation analysis. Learns and gets better over time. No GPU required, can run on a VPS.

NetManAIOps /ChatTS

[VLDB' 25] ChatTS: LLM for Time Series Understanding and Reasoning

microprediction /timemachines

Temporal online machines: streaming anomaly detection with calibrated p-values, built on skaters

microprediction /microprediction

If you can measure it, consider it predicted

thedatumorg /kshape-python

Python implementation of k-Shape

databrickslabs /tempo

API for manipulating time series on top of Apache Spark: lagged time values, rolling statistics (mean, avg, sum, count, etc), AS OF joins, downsampling, and interpolation

30lm32 /ml-projects

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

tr8dr /tseries-patterns

trend / momentum and other patterns in financial timeseries

zamanzadeh /ts-anomaly-benchmark

Time-Series Anomaly Detection Comprehensive Benchmark

gaborvecsei /Stocks-Pattern-Analyzer

This tool should help discover different patterns based on similarity measures in historical (financial) data

fusedio /udfs

Public Fused UDFs. Build any scale workflows with the Fused Python SDK and Workbench webapp, and integrate them into your stack with the Fused Hosted API.