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Magnet_Tc_predictor

Tabular Regression

Voting_regressor

materials property prediction

baseline-trainer

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Magnet_Tc_predictor / features_config.json

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Rename config.json to features_config.json

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	{
	"sklearn": {
	"columns": [
	"Sc",
	"Ti",
	"V",
	"Cr",
	"Mn",
	"Fe",
	"Co",
	"Ni",
	"Cu",
	"Al",
	"Si",
	"Ga",
	"Ge",
	"Be",
	"Nb",
	"Mo",
	"Re",
	"Ru",
	"La",
	"Ce",
	"Pr",
	"Nd",
	"Sm",
	"Eu",
	"Gd",
	"Tb",
	"Dy",
	"Ho",
	"Er",
	"Tm",
	"Yb",
	"Lu",
	"Th",
	"Y",
	"Zr",
	"B",
	"C"
	],
	"environment": [
	"scikit-learn=1.0.2"
	],
	"example_input": {
	"Sc": [
	0
	],
	"Ti": [
	0
	],
	"V": [
	0
	],
	"Cr": [
	0
	],
	"Mn": [
	0
	],
	"Fe": [
	12
	],
	"Co": [
	2
	],
	"Ni": [
	0
	],
	"Cu": [
	0
	],
	"Al": [
	0
	],
	"Si": [
	0
	],
	"Ga": [
	0
	],
	"Ge": [
	0
	],
	"Be": [
	0
	],
	"Nb": [
	0
	],
	"Mo": [
	0
	],
	"Re": [
	0
	],
	"Ru": [
	0
	],
	"La": [
	0
	],
	"Ce": [
	0
	],
	"Pr": [
	1.9
	],
	"Nd": [
	0
	],
	"Sm": [
	0
	],
	"Eu": [
	0
	],
	"Gd": [
	0
	],
	"Tb": [
	0.1
	],
	"Dy": [
	0
	],
	"Ho": [
	0
	],
	"Er": [
	0
	],
	"Tm": [
	0
	],
	"Yb": [
	0
	],
	"Lu": [
	0
	],
	"Th": [
	0
	],
	"Y": [
	0
	],
	"Zr": [
	0
	],
	"B": [
	1
	],
	"C": [
	0
	]
	},
	"model": {
	"file": "Magnet_Tc_predictor.joblib"
	},
	"task": "tabular-regression"
	}
	}