Awesome Time Series Analysis
This list collects learning resource, tools and dataset for time series analysis/time series data mining.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Matrixprofile | 297 | 1 | 10 months ago | 1 | October 06, 2021 | 25 | apache-2.0 | Python | ||
| A Python 3 library making time series data mining tasks, utilizing matrix profile algorithms, accessible to everyone. | ||||||||||
| Awesome Time Series Analysis | 99 | 3 years ago | ||||||||
| This list collects learning resource, tools and dataset for time series analysis/time series data mining. | ||||||||||
| Spartan2 | 50 | a year ago | 10 | December 20, 2021 | 1 | bsd-3-clause | Python | |||
| A collection of data mining algorithms on big graphs and time series | ||||||||||
| Hawkular Datamining | 29 | 1 | 7 years ago | 2 | May 26, 2016 | 12 | Java | |||
| Real-time time series prediction library with standalone server | ||||||||||
| Text Mining | 20 | 7 months ago | mit | Jupyter Notebook | ||||||
| Materials associated with theText-mining for Social Science Research training series | ||||||||||
| Fly Trajectory Mining | 12 | 6 years ago | Python | |||||||
| A fighter fly out trajectory time series data mining demo, I use agnes and k-means to clustering the flyout data samples into left, straight and right categories. This app includes a fly out trajectory generation program which was developed by matlab and simulink | ||||||||||
| Covid19_data_miner | 9 | 3 years ago | 11 | gpl-3.0 | Python | |||||
| Covid19 Grafana Open Dashboard - Stats & Country Insights | ||||||||||
| Kdd Milets.github.io | 8 | 2 months ago | TeX | |||||||
| KDD Workshop on Mining and Learning From Time Series (MileTS) | ||||||||||
| Ts Datamining | 7 | 9 years ago | 1 | TeX | ||||||
| Time Series Data Mining Tool(TSDM) | ||||||||||
| Funcoin | 7 | 4 years ago | 5 | mit | C++ | |||||
Alternatives To Awesome Time Series AnalysisSelect To Compare
Alternative Project Comparisons
Readme
Awesome Time Series Analysis and Data Mining
A collection list of learning resource, tools and dataset for time series analysis or time series data mining.
content
Tutorial
- https://machinelearningmastery.com/start-here/#timeseries
- lyndond/Analyzing_Neural_Time_Series
- PacktPublishing/Practical-Time-Series-Analysis
- AileenNielsen/TimeSeriesAnalysisWithPython
Course
Online Course
- Practical Time Series Analysis | Coursera
- Time Series Analysis Time Series Analysis | MIT-Opencourseware
- Time Series Analysis | Edx
- Time Series Forecasting | Udacity
- Policy Analysis Using Interrupted Time Series | edX
Course Resource
- Multivariate Time Series Analysis |Chicago Booth, Ruey S. Tsay
- Time Series | Oregon State University
- Statistical forecasting:notes on regression and time series analysis | duke University
Book
- Cochrane J H. Time series for macroeconomics and finance[J]. Manuscript, University of Chicago, 2005.
- Forecasting: Principles and Practice. Rob J Hyndman and George Athanasopoulos
Paper
Tool
Dataset
Models
License
Popular Mining Projects
Popular Series Projects
Popular Blockchain Categories
Related Searches
Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
Dataset
Awesome List
Time
Series
Mining
Time Series
Data Mining
Forecasting
Time Series Analysis
Edx