Comments (1)
Hello,
I modified it for my purpose this way, now it seems to support strings and integers correctly:
def construct_df(x,r):
"""
Function for constructing a DataFrame from a numpy array generated by PyDOE function and individual lists
"""
df=pd.DataFrame(data=np.empty_like(x, dtype=object), dtype='object')
for i in df.index:
for j in range(len(list(df.iloc[i]))):
df.iloc[i][j]=r[j][int(x[i][j])]
return df.infer_objects()
Here is an example:
df_exp = build.full_fact(
{'lr': [5e-4, 2e-4, 1e-3],
'iterations': [20000, 40000],
'n_pairs': [20, 40, 80],
'level': ["LOW", "HIGH"]
}
)
Is this repo still maintained?
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Related Issues (13)
- replicates?
- Analyzing doe? HOT 1
- prob_distribution
- DOE Full Factorial HOT 1
- Support for parameters with string values
- Fix a couple of typos in the readme.md
- Parsing factor levels for two leveled designs
- Constraints HOT 1
- Critical issue: full_fact fails after recent update of pandas to 1.5.0
- Negative floats return incorrect table HOT 1
- Full Factorial not accepting/parsing floats value correctly HOT 2
- Fractional Factorial design changes level values
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