unit8co/darts

[New model] DeepVAR

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#657 opened on Dec 2, 2021

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 (0 comments) (2 reactions) (0 assignees)Python (762 forks)batch import
good first issuenew model

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Description

https://arxiv.org/abs/1910.03002

TBD if we can make it part of our current RNNModel (DeepAR) or if we need a new model.

Contributor guide

Research direction
Read the DeepVAR paper and understand its differences from DeepAR. Explore the existing RNNModel implementation in darts to determine if DeepVAR can be integrated as an option or requires a separate model.
Tech stack
python
Domain
backendmachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
3-5 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Needs investigation
Prerequisites
PythonGit
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
45