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Dev best features #4

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merged 5 commits into from
Jun 12, 2023
Merged

Dev best features #4

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1 change: 1 addition & 0 deletions .gitignore
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Original file line number Diff line number Diff line change
Expand Up @@ -3,3 +3,4 @@ install_pgks.sh
!/**/nbconverted/*.py
**/.jukit/
.ipynb_checkpoints/
.virtual_documents/
8 changes: 4 additions & 4 deletions 1.train_models/lr_plate3_cp_fs_data/nbconverted/train_model.py
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Expand Up @@ -58,10 +58,7 @@


sys.path.append(f"{root_dir}/utils")
import analysis_utils as au
import preprocess_utils as ppu
import eval_utils as eu
import train_utils as tu


# # Seed and Generator for Reproducibility
Expand All @@ -88,7 +85,10 @@

path3p = plate_path / filename3p

# Creates an object for accessing the plate 3 normalized data using the path of the data
po3 = ppu.Preprocess_data(path=path3)

# Creates an object for accessing the plate 3 prime normalized data using the path of the data
po3p = ppu.Preprocess_data(path=path3p)

plate3df = po3.df # Returns the dataframe generated by the csv
Expand Down Expand Up @@ -156,7 +156,7 @@
stratify=platedata[[target_column, stratify_column]],
shuffle=True,
random_state=rnd_val,
) # Create validation splits
)


# ## Encode Labels
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5 changes: 4 additions & 1 deletion 1.train_models/lr_plate3_cp_fs_data/train_model.ipynb
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Expand Up @@ -150,7 +150,10 @@
"\n",
"path3p = plate_path / filename3p\n",
"\n",
"# Creates an object for accessing the plate 3 normalized data using the path of the data\n",
"po3 = ppu.Preprocess_data(path=path3)\n",
"\n",
"# Creates an object for accessing the plate 3 prime normalized data using the path of the data\n",
"po3p = ppu.Preprocess_data(path=path3p)\n",
"\n",
"plate3df = po3.df # Returns the dataframe generated by the csv\n",
Expand Down Expand Up @@ -402,4 +405,4 @@
},
"nbformat": 4,
"nbformat_minor": 4
}
}
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