Fixing smote import error

check_version.py

@@ -1,7 +1,7 @@
 import os
 
 import requests
-from spam_detector_ai.__info__ import __version__, __package_name__, __test_version__
+from spam_detector_ai import __version__, __package_name__, __test_version__
 
 
 def check_package_version(package_name, current_version):

setup.py

@@ -3,7 +3,7 @@
 
 import setuptools
 
-from spam_detector_ai.__info__ import (
+from spam_detector_ai import (
     __author__, __author_email__, __author_website__, __description__, __package_name__, __url__, __version__)
 
 with open("README.md", "r", encoding="utf-8") as fh:

spam_detector_ai/__init__.py

@@ -1,7 +1,8 @@
-# spam_detector_ai/__init__.py
-
-from . import classifiers
-from . import loading_and_processing
-from . import prediction
-from . import test_and_tuning
-from . import training
+__author__ = "Adams Pierre David"
+__author_email__ = "adamspd.developer@gmail.com"
+__author_website__ = "https://adamspierredavid.com/"
+__description__ = "A package for detecting and filtering spam messages using Machine Learning models."
+__package_name__ = "spam-detector-ai"
+__url__ = "https://github.com/adamspd/spam-detection-project"
+__version__ = "2.0.4"
+__test_version__ = False

spam_detector_ai/classifiers/__init__.py

@@ -1,7 +0,0 @@
-# classifiers/__init__.py
-
-from .base_classifier import BaseClassifier
-from .naive_bayes_classifier import NaiveBayesClassifier
-from .random_forest_classifier import RandomForestSpamClassifier
-from .svm_classifier import SVMClassifier
-from .classifier_types import ClassifierType

spam_detector_ai/loading_and_processing/__init__.py

@@ -1,4 +0,0 @@
-# spam_detector_ai/loading_and_processing/__init__.py
-
-from .data_loader import DataLoader
-from .preprocessor import Preprocessor

spam_detector_ai/prediction/__init__.py

@@ -1 +0,0 @@
-from .predict import SpamDetector, VotingSpamDetector

spam_detector_ai/prediction/predict.py

@@ -7,9 +7,11 @@
 
 import os
 
-from spam_detector_ai.classifiers import NaiveBayesClassifier, RandomForestSpamClassifier, SVMClassifier
 from spam_detector_ai.classifiers.classifier_types import ClassifierType
-from spam_detector_ai.loading_and_processing import Preprocessor
+from spam_detector_ai.classifiers.naive_bayes_classifier import NaiveBayesClassifier
+from spam_detector_ai.classifiers.random_forest_classifier import RandomForestSpamClassifier
+from spam_detector_ai.classifiers.svm_classifier import SVMClassifier
+from spam_detector_ai.loading_and_processing.preprocessor import Preprocessor
 
 
 def get_model_path(model_type):

spam_detector_ai/test_and_tuning/__init__.py

@@ -1,2 +0,0 @@
-from .test import TestModel
-from .py_test import TestClassifiers

spam_detector_ai/test_and_tuning/fine_tuning_svm.py

@@ -7,7 +7,7 @@
 
 from spam_detector_ai.classifiers.classifier_types import ClassifierType
 from spam_detector_ai.logger_config import init_logging
-from spam_detector_ai.training import ModelTrainer
+from spam_detector_ai.training.train_models import ModelTrainer
 
 if __name__ == '__main__':
     logger = init_logging()

spam_detector_ai/test_and_tuning/py_test.py

@@ -6,8 +6,8 @@
 
 from spam_detector_ai.classifiers.classifier_types import ClassifierType
 from spam_detector_ai.logger_config import init_logging
-from spam_detector_ai.prediction import SpamDetector
-from spam_detector_ai.training import ModelTrainer
+from spam_detector_ai.prediction.predict import SpamDetector
+from spam_detector_ai.training.train_models import ModelTrainer
 
 
 @pytest.fixture(scope="module")

spam_detector_ai/test_and_tuning/test.py

@@ -7,8 +7,8 @@
 
 from spam_detector_ai.classifiers.classifier_types import ClassifierType
 from spam_detector_ai.logger_config import init_logging
-from spam_detector_ai.prediction import SpamDetector
-from spam_detector_ai.training import ModelTrainer
+from spam_detector_ai.prediction.predict import SpamDetector
+from spam_detector_ai.training.train_models import ModelTrainer
 
 
 class TestModel:

spam_detector_ai/trainer.py

@@ -4,7 +4,7 @@
 
 from classifiers.classifier_types import ClassifierType
 from logger_config import init_logging
-from training import ModelTrainer
+from training.train_models import ModelTrainer
 
 logger = init_logging()
 

spam_detector_ai/training/__init__.py

@@ -1,3 +0,0 @@
-# training/__init__.py
-
-from .train_models import ModelTrainer

spam_detector_ai/training/train_models.py

@@ -4,8 +4,12 @@
 
 from sklearn.model_selection import train_test_split
 
-from spam_detector_ai.classifiers import ClassifierType, NaiveBayesClassifier, RandomForestSpamClassifier, SVMClassifier
-from spam_detector_ai.loading_and_processing import DataLoader, Preprocessor
+from spam_detector_ai.classifiers.classifier_types import ClassifierType
+from spam_detector_ai.classifiers.naive_bayes_classifier import NaiveBayesClassifier
+from spam_detector_ai.classifiers.random_forest_classifier import RandomForestSpamClassifier
+from spam_detector_ai.classifiers.svm_classifier import SVMClassifier
+from spam_detector_ai.loading_and_processing.data_loader import DataLoader
+from spam_detector_ai.loading_and_processing.preprocessor import Preprocessor
 
 
 class ModelTrainer: