unit8co/darts

Test N-BEATS with HorizonBasedDataset and reproduce paper's results

Open

#637 opened on Dec 1, 2021

View on GitHubContributor guide
 (0 comments) (0 reactions) (0 assignees)Python (762 forks)batch import
good first issueimprovement

Repository metrics

Stars
 (6,832 stars)
PR merge metrics
 (PR metrics pending)

Description

This issue does not include a description.

Contributor guide

Research direction
Familiarize yourself with the N BEATS model and HorizonBasedDataset. Look for existing test files or scripts in the repository that test N BEATS. Compare the implementation with the original paper's description. If discrepancies exist, investigate the model architecture and data preprocessing. Use the existing codebase to run experiments and see if results match.
Tech stack
python
Domain
machine learning
Issue type
Test
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.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Stale
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Needs investigation
Prerequisites
PythonTime series forecasting knowledgeUnderstanding of N BEATS paper
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
35