N-Hits

[jdb78]

Description

This PR adds the NHits model.

Checklist

• Linked issues (if existing)
• Amended changelog for large changes (and added myself there as contributor)
• Added/modified tests
• Used pre-commit hooks when committing to ensure that code is compliant with hooks. Install hooks with pre-commit install.
  To run hooks independent of commit, execute pre-commit run --all-files
• Added documentation

Make sure to have fun coding!

[codecov-commenter]

Codecov Report

Merging #890 (ceee520) into master (8b87736) will increase coverage by 0.12%.
The diff coverage is 88.20%.

@@            Coverage Diff             @@
##           master     #890      +/-   ##
==========================================
+ Coverage   89.13%   89.26%   +0.12%     
==========================================
  Files          24       26       +2     
  Lines        3855     4190     +335     
==========================================
+ Hits         3436     3740     +304     
- Misses        419      450      +31     

Flag	Coverage Δ
cpu	89.26% <88.20%> (+0.12%)	⬆️
pytest	89.26% <88.20%> (+0.12%)	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
pytorch_forecasting/__init__.py	100.00% <ø> (ø)
pytorch_forecasting/models/nbeats/__init__.py	93.57% <ø> (ø)
pytorch_forecasting/models/nhits/sub_modules.py	79.64% <79.64%> (ø)
pytorch_forecasting/models/base_model.py	88.44% <84.61%> (+0.32%)	⬆️
pytorch_forecasting/models/nhits/__init__.py	97.10% <97.10%> (ø)
pytorch_forecasting/metrics.py	91.75% <100.00%> (+0.90%)	⬆️
pytorch_forecasting/models/__init__.py	100.00% <100.00%> (ø)
pytorch_forecasting/models/nn/__init__.py	100.00% <100.00%> (ø)
...sting/models/temporal_fusion_transformer/tuning.py	96.77% <100.00%> (ø)
pytorch_forecasting/utils.py	83.76% <100.00%> (+2.51%)	⬆️
... and 3 more

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