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

Repository metrics

Stars

6,832 stars (6,832 stars)

PR merge metrics

Avg merge 143d 16h (Avg merge 143d 16h)16 merged PRs in 30d (16 merged PRs in 30d)

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