time-series-data-mining 开源项目推荐（17 个）

stumpy-dev /stumpy

STUMPY是一个强大且可扩展的Python库，用于现代时间序列分析

lmmentel /awesome-time-series

Resources for working with time series and sequence data

youngdou /awesome-time-series-analysis

This list collects learning resource, tools and dataset for time series analysis/time series data mining.

ermshaua /claspy

ClaSPy: A Python package for time series segmentation.

IBM /TSML.jl

A package for time series data processing, classification, clustering, and prediction.

matrix-profile-foundation /mass-ts

MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.

PetoLau /TSrepr

TSrepr: R package for time series representations

ermshaua /time-series-segmentation-benchmark

This repository contains the time series segmentation benchmark (TSSB).

PetoLau /petolau.github.io

Blog about time series data mining in R.

ashishpatel26 /Introduction-to-Time-Series-forecasting

Time Series Analysis of Internation Air Passengers

ermshaua /mobile-sensing-human-activity-data-set

This is the supporting website for the paper "MOSAD – a new data set for mobile sensing of human activities".

PetoLau /ClusterForecast

Clustering-based Forecasting Method for Individual End-consumer Electricity Consumption Using Smart Grid Data

suzusuzu /tfilter

Hankel Singular Value Decomposition, Hankel Non-negative Matrix Factorization

MSD-IRIMAS /Data-Augmentation-4-TSC

Re-framing Time Series Augmentation Through the Lens of Generative Models

parthsompura /Time-Series-Analysis-and-Forecasting

Research Project on "Time Series Analysis and Forecasting"

AndreasBraun5 /Data-Mining-in-Industrial-Processes-Evaluation-of-different-machine-learning-models-for-Prediction

Data Mining in Industrial Processes: Evaluation of different machine learning models for product quality prediction. Evaluated model types are Random Forest, Naive Gaussian Bayes, Logistic Regression, K Nearest Neighbour and Support Vector Machine. Comparision of non time based state based approach with time series based approach. Final result i…

japanese-language /japanese-interest-peak-analysis

Seasonality of global interest in Japan and the Japanese language, from 10.6 years of Wikipedia pageviews across 19 pages. Statistical analysis.