[Fix] Plot_parameter - Yearly Seasonality

[SimonWittner]

🔬 Background

• When plotting the yearly seasonality component with model.plot_parameters(), the year is shown on the xaxis.
• Solves Yearly seasonality shows "2017" in model.plot_parameters().show() #1500
• Only occurs using plotly
• Issue does not occur with daily or weekly seasonalities

🔮 Key changes

• Adjusted x-axis tick labels in plot_yearly

📋 Review Checklist

• I have performed a self-review of my own code.
• I have commented my code, added docstrings and data types to function definitions.
• I have added pytests to check whether my feature / fix works.

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (5c45f46) 88.33% compared to head (b938157) 88.33%.
Report is 1 commits behind head on main.

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #1501   +/-   ##
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  Coverage   88.33%   88.33%           
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  Files          38       38           
  Lines        5099     5099           
=======================================
  Hits         4504     4504           
  Misses        595      595           

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[github-actions]

Model Benchmark

Benchmark	Metric	main	current	diff
AirPassengers	MAE_val	31.6338	31.6338	0.0%	✅
AirPassengers	RMSE_val	32.6669	32.6669	0.0%	✅
AirPassengers	Loss_val	0.01372	0.01372	0.0%	✅
AirPassengers	MAE	6.24137	6.24137	0.0%	✅
AirPassengers	RMSE	7.82929	7.82929	0.0%	✅
AirPassengers	Loss	0.00063	0.00063	0.0%	✅
AirPassengers	time	10.1633	10.48	3.12%	⚠️
YosemiteTemps	MAE_val	0.64178	0.64178	0.0%	✅
YosemiteTemps	RMSE_val	0.92787	0.92787	0.0%	✅
YosemiteTemps	Loss_val	0.0005	0.0005	0.0%	✅
YosemiteTemps	MAE	1.092	1.092	0.0%	✅
YosemiteTemps	RMSE	1.89124	1.89124	0.0%	✅
YosemiteTemps	Loss	0.00155	0.00155	0.0%	✅
YosemiteTemps	time	63.8639	60.18	-5.77%	🎉
EnergyPriceDaily	MAE_val	5.55889	5.55889	0.0%	✅
EnergyPriceDaily	RMSE_val	7.12233	7.12233	0.0%	✅
EnergyPriceDaily	Loss_val	0.02829	0.02829	0.0%	✅
EnergyPriceDaily	MAE	6.37172	6.37172	0.0%	✅
EnergyPriceDaily	RMSE	8.53016	8.53016	0.0%	✅
EnergyPriceDaily	Loss	0.02907	0.02907	0.0%	✅
EnergyPriceDaily	time	15.4107	15.31	-0.65%	✅
PeytonManning	MAE_val	0.3466	0.3466	0.0%	✅
PeytonManning	RMSE_val	0.49808	0.49808	0.0%	✅
PeytonManning	Loss_val	0.01752	0.01752	0.0%	✅
PeytonManning	MAE	0.34735	0.34735	0.0%	✅
PeytonManning	RMSE	0.48788	0.48788	0.0%	✅
PeytonManning	Loss	0.01457	0.01457	0.0%	✅
PeytonManning	time	22.1203	21.03	-4.93%	✅

Model training plots

Model Training

PeytonManning

YosemiteTemps

AirPassengers

EnergyPriceDaily

[ourownstory]

Thank you!