[docs] Clear plotting tutorial

[leoniewgnr]

🔬 Background

Plotly tutorial didn't show how to use NPs plotting

🔮 Key changes

• added explanation for all plotting possibilities
• explained how multi step ahead forecasts are handled

[github-actions]

Model Benchmark

Benchmark	Metric	main	current	diff
AirPassengers	MAE_val	13.0626	13.0626	0.0%	✅
AirPassengers	RMSE_val	15.9453	15.9453	0.0%	✅
AirPassengers	Loss_val	0.00131	0.00131	0.0%	✅
AirPassengers	MAE	9.88156	9.88156	0.0%	✅
AirPassengers	RMSE	11.7354	11.7354	0.0%	✅
AirPassengers	Loss	0.00052	0.00052	0.0%	✅
AirPassengers	time	5.42323	5.33	-1.72%	✅
PeytonManning	MAE_val	0.58159	0.58159	0.0%	✅
PeytonManning	RMSE_val	0.72216	0.72216	0.0%	✅
PeytonManning	Loss_val	0.01239	0.01239	0.0%	✅
PeytonManning	MAE	0.41671	0.41671	0.0%	✅
PeytonManning	RMSE	0.55961	0.55961	0.0%	✅
PeytonManning	Loss	0.00612	0.00612	0.0%	✅
PeytonManning	time	12.6132	12.69	0.61%	✅
YosemiteTemps	MAE_val	1.3442	1.3442	0.0%	✅
YosemiteTemps	RMSE_val	2.00245	2.00245	0.0%	✅
YosemiteTemps	Loss_val	0.00077	0.00077	0.0%	✅
YosemiteTemps	MAE	1.3192	1.3192	0.0%	✅
YosemiteTemps	RMSE	2.13518	2.13518	0.0%	✅
YosemiteTemps	Loss	0.00064	0.00064	0.0%	✅
YosemiteTemps	time	61.9863	58.79	-5.16%	🎉

Model training plots

Model Training

PeytonManning

YosemiteTemps

AirPassengers

[codecov]

Codecov Report

Merging #1343 (32b71f7) into main (57bb68b) will not change coverage.
The diff coverage is n/a.

@@           Coverage Diff           @@
##             main    #1343   +/-   ##
=======================================
  Coverage   89.88%   89.88%           
=======================================
  Files          38       38           
  Lines        5103     5103           
=======================================
  Hits         4587     4587           
  Misses        516      516           

[LeonieFreisinger]

Amazing! Thank you

[LeonieFreisinger]

Amazing! Thank you