remove default settings (None for calibration df and 0.1 for alpha)

[christymctse]

🔬 Background

Make calibration dataset and alpha mandatory when the conformal predict function is being called

🔮 Key changes

• Removed the default setting for calibration_df and alpha under theconformal_predict function
• Updated the comment for parameter as well

📋 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.

Please make sure to follow our best practices in the Contributing guidelines.

[codecov-commenter]

Codecov Report

Merging #1079 (d5f83a9) into main (ae341cd) will not change coverage.
The diff coverage is 100.00%.

@@           Coverage Diff           @@
##             main    #1079   +/-   ##
=======================================
  Coverage   89.98%   89.98%           
=======================================
  Files          21       21           
  Lines        4784     4784           
=======================================
  Hits         4305     4305           
  Misses        479      479           

Impacted Files	Coverage Δ
neuralprophet/forecaster.py	87.87% <100.00%> (ø)

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[Kevin-Chen0]

LGTM

[github-actions]

2f2907f

Model Benchmark

Benchmark	Metric	main	current	diff
AirPassengers	MAE_val	15.2698	15.2698	0.0%	✅
AirPassengers	RMSE_val	19.4209	19.4209	0.0%	✅
AirPassengers	Loss_val	0.00195	0.00195	0.0%	✅
AirPassengers	MAE	9.82902	9.82902	0.0%	✅
AirPassengers	RMSE	11.7005	11.7005	0.0%	✅
AirPassengers	Loss	0.00056	0.00056	0.0%	✅
AirPassengers	time	5.28483	6.33	19.78%	❌
YosemiteTemps	MAE_val	1.72949	1.72948	-0.0%	✅
YosemiteTemps	RMSE_val	2.27386	2.27386	-0.0%	✅
YosemiteTemps	Loss_val	0.00096	0.00096	-0.0%	✅
YosemiteTemps	MAE	1.45189	1.45189	-0.0%	✅
YosemiteTemps	RMSE	2.16631	2.16631	-0.0%	✅
YosemiteTemps	Loss	0.00066	0.00066	0.0%	✅
YosemiteTemps	time	115.93	143.79	24.03%	❌
PeytonManning	MAE_val	0.64636	0.64636	-0.0%	✅
PeytonManning	RMSE_val	0.79276	0.79276	-0.0%	✅
PeytonManning	Loss_val	0.01494	0.01494	-0.0%	✅
PeytonManning	MAE	0.42701	0.42701	0.0%	✅
PeytonManning	RMSE	0.57032	0.57032	-0.0%	✅
PeytonManning	Loss	0.00635	0.00635	0.0%	✅
PeytonManning	time	14.9977	17.72	18.15%	❌

Model training plots

Model Training

PeytonManning

YosemiteTemps

AirPassengers