[Docs] update website to 1.0.0rc8

[ourownstory]

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[github-actions]

Model Benchmark

Benchmark	Metric	main	current	diff
YosemiteTemps	MAE_val	0.56412	0.56412	0.0%	✅
YosemiteTemps	RMSE_val	0.83161	0.83161	0.0%	✅
YosemiteTemps	Loss_val	0.0004	0.0004	0.0%	✅
YosemiteTemps	MAE	0.98449	0.98449	0.0%	✅
YosemiteTemps	RMSE	1.75389	1.75389	0.0%	✅
YosemiteTemps	Loss	0.00132	0.00132	0.0%	✅
YosemiteTemps	time	34.6752	43.4	25.16%	❌
EnergyPriceDaily	MAE_val	5.41157	5.41157	0.0%	✅
EnergyPriceDaily	RMSE_val	6.71538	6.71538	0.0%	✅
EnergyPriceDaily	Loss_val	0.02525	0.02525	0.0%	✅
EnergyPriceDaily	MAE	5.94936	5.94936	0.0%	✅
EnergyPriceDaily	RMSE	7.9833	7.9833	0.0%	✅
EnergyPriceDaily	Loss	0.02579	0.02579	0.0%	✅
EnergyPriceDaily	time	15.3089	18.79	22.74%	❌
PeytonManning	MAE_val	0.34955	0.34955	0.0%	✅
PeytonManning	RMSE_val	0.50049	0.50049	0.0%	✅
PeytonManning	Loss_val	0.01771	0.01771	0.0%	✅
PeytonManning	MAE	0.34653	0.34653	0.0%	✅
PeytonManning	RMSE	0.49312	0.49312	0.0%	✅
PeytonManning	Loss	0.01464	0.01464	0.0%	✅
PeytonManning	time	12.2621	15.01	22.41%	❌
AirPassengers	MAE_val	30.6285	30.6285	0.0%	✅
AirPassengers	RMSE_val	31.5254	31.5254	0.0%	✅
AirPassengers	Loss_val	0.01277	0.01277	0.0%	✅
AirPassengers	MAE	6.16861	6.16861	0.0%	✅
AirPassengers	RMSE	7.85225	7.85225	0.0%	✅
AirPassengers	Loss	0.00065	0.00065	0.0%	✅
AirPassengers	time	7.83898	9.77	24.63%	❌

Model training plots

Model Training

PeytonManning

YosemiteTemps

AirPassengers

EnergyPriceDaily

[codecov]

Codecov Report

All modified and coverable lines are covered by tests ✅

Comparison is base (5a3fabf) 88.51% compared to head (e677405) 88.51%.

Additional details and impacted files

@@           Coverage Diff           @@
##             main    #1538   +/-   ##
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  Coverage   88.51%   88.51%           
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  Files          41       41           
  Lines        5330     5330           
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  Hits         4718     4718           
  Misses        612      612           

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