ProjectFace/setup.py at main · ChampPhil/ProjectFace · GitHub

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import sqlite3
import glob


sqliteConnection = sqlite3.connect('data.db')
cursor = sqliteConnection.cursor()
print("\nSucessfully Connected to the database...\n")


sql_command = """CREATE TABLE fine_tuned (
BaseNetwork TEXT,
Accuracy FLOAT,
F1Score FLOAT,
Loss FLOAT,
AUCValue FLOAT);"""

cursor.execute(sql_command)


sqliteConnection.commit()

sqliteConnection.close()

import sys
sys.exit()
sql_command = """CREATE TABLE optimal_hyp (
BaseNetwork TEXT,
ActivationFunction TEXT,
HiddenUnits INT,
HiddenLayers INT,
LearningRate FLOAT);
"""

# execute the statement
cursor.execute(sql_command)

sql_command = """CREATE TABLE model_metrics (
BaseNetwork TEXT,
Accuracy FLOAT,
F1Score FLOAT,
Loss FLOAT,
AUCValue FLOAT);"""

# execute the statement
cursor.execute(sql_command)


sqliteConnection.commit()

sqliteConnection.close()
print("\nCreated Data Tables...")