Roadmap

[mloning]

Overview

Project	Coordinators
Documentation	@lynnssi, @mloning, @fkiraly
Time Series Classification	@TonyBagnall, @mloning
Time Series Regression	@TonyBagnall, @mloning
Time Series Clustering	@TonyBagnall, @fkiraly, @mloning
Forecasting	@mloning, @fkiraly
Supervised/Panel Forecasting	@mloning, @fkiraly
Time Series Annotation	@mloning, @fkiraly
Data container	@prockenschaub, @mloning, @fkiraly
Development operations	@mloning

Documentation

Project	Links	Description
User guide	#377	Develop user guide
Website		Improve website
Extension guidelines		Write guidelines for extending sktime
Contributing guide		Improve guide for contributing to sktime
Reviewer guide		Add a reviewer guide to our contributing guide, see e.g. this blog post, Turing Way chapter, Software Construction on MIT OpenCourseWare, eScienceCentre guide
Glossary	#363	Add glossary of common terms
Docstrings		Improve docstrings
Blog posts		Write blog posts

Time Series Classification

Project	Links	Description
Multivariate data		Extend algorithms to handle multivariate data
Parallelization	#381	Parallelize algorithms using joblib or numba
Unequal length data	#230	Extend algorithms to handle unequal length data
New algorithms	#259	Add new algorithms
Data simulators	#353	Add data simulators for unit testing and algorithm explanation/interpretability

Time Series Regression

Project	Links	Description
Refactor time series classifiers	#212	Refactor time series classifiers into time series regressor

Time Series Clustering

Project	Links	Description
2nd degree transformer framework	#52, #105	Design and implement 2nd degree transformer framework
New algorithms		Add new clustering algorithms based on scikit-learn's implementation and sktime's time series distances
New distances		Add new time series distances

Forecasting

Project	Links	Description
Multivariate data		Extend algorithms to handle multivariate/exogenous data, add new composition tools for multivariate time series data
New algorithms	#220	Add new algorithms
Prediction intervals		Extend algorithms to compute prediction intervals
Fitted parameter interface		Extend algorithms to support fitted parameter interface
Interface algorithms		Interface algorithms from existing packages
Data simulators	#353	Add data simulators for unit testing and algorithm explanation/interpretability

Supervised/Panel Forecasting

Project	Links	Description
API design	#66	Design supervised forecasting API based on pysf

Time Series Annotation

Project	Links	Description
API design	#260	Design time series annotation API

Data Container

Project	Links	Description
API design	#15	Design data container interface
Implementation		Implement data container interface

Development operations

Project	Links	Description
CI	#196	Improve continuous integration and development operations

[TonyBagnall]

could you put me down for time series clustering too? Will be doing a bit of that next year with students

[Raghibshams456]

@mloning I am hugely interested in this project..was looking for this type project past few days...I want to contribute in this project in gsoc 2021 as well as after gsoc also..please guide me...
thanx a lot..

[mloning]

@Raghibshams456 thanks for reaching out! Please take a look at the GSoC page here.

[mloning]

Closed in favour of new roadmap planning: https://github.com/sktime/community-org/blob/main/meetups/previous_meetings/20211203-roadmap-planning.md