sensor_fabrication_fault_detection

This project is developing, training, validating and deploying machine learning app for data gathered from sensor manufacturing foundry for fault detection

Name		Name	Last commit message	Last commit date
DataTransform_Training		DataTransform_Training
DataTransformation_Prediction		DataTransformation_Prediction
DataTypeValidation_Insertion_Prediction		DataTypeValidation_Insertion_Prediction
DataTypeValidation_Insertion_Training		DataTypeValidation_Insertion_Training
PredictionArchivedBadData		PredictionArchivedBadData
Prediction_Batch_files		Prediction_Batch_files
Prediction_Database		Prediction_Database
Prediction_FileFromDB		Prediction_FileFromDB
Prediction_Logs		Prediction_Logs
Prediction_Output_File		Prediction_Output_File
Prediction_Raw_Data_Validation		Prediction_Raw_Data_Validation
Prediction_Raw_Files_Validated		Prediction_Raw_Files_Validated
TrainingArchiveBadData		TrainingArchiveBadData
Training_Batch_Files		Training_Batch_Files
Training_Database		Training_Database
Training_FileFromDB		Training_FileFromDB
Training_Logs		Training_Logs
Training_Raw_data_validation		Training_Raw_data_validation
Training_Raw_files_validated		Training_Raw_files_validated
application_logging		application_logging
best_model_finder		best_model_finder
data_ingestion		data_ingestion
data_preprocessing		data_preprocessing
file_operations		file_operations
models		models
preprocessing_data		preprocessing_data
template		template
Problem_Statement_Stepwise_Guide.docx		Problem_Statement_Stepwise_Guide.docx
Procfile		Procfile
README.md		README.md
flask_monitoringdashboard.db		flask_monitoringdashboard.db
main.py		main.py
manifest.yml		manifest.yml
predictFromModel.py		predictFromModel.py
prediction_Validation_Insertion.py		prediction_Validation_Insertion.py
requirements.txt		requirements.txt
runtime.txt		runtime.txt
schema_prediction.json		schema_prediction.json
schema_training.json		schema_training.json
trainingModel.py		trainingModel.py
training_Validation_Insertion.py		training_Validation_Insertion.py
wafer_fault_detection.docx		wafer_fault_detection.docx

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