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shivamshinde123
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Scania-Truck-Failures-Prediction
This is a Binary Classification problem, in which the affirmative class indicates that the failure was caused by a certain component of the APS, while the negative class indicates that the failure was caused by something else.
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Merge pull request #31 from shivamshinde123/main
#32
shivamshinde123
closed
1 year ago
0
merge
#31
shivamshinde123
closed
1 year ago
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Detail project report created and also updated the project flow diagram in readme file
#30
shivamshinde123
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1 year ago
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Final Touches
#29
shivamshinde123
closed
1 year ago
0
Adding test cases
#28
shivamshinde123
closed
1 year ago
1
Dev
#27
shivamshinde123
closed
1 year ago
0
Added test cases to src folder
#26
shivamshinde123
closed
1 year ago
0
Streamlit caching added
#25
shivamshinde123
closed
1 year ago
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Added comments for code and also introduced a exception handling
#24
shivamshinde123
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1 year ago
0
Updated requirements.txt
#23
shivamshinde123
closed
1 year ago
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Updated requirements.txt
#22
shivamshinde123
closed
1 year ago
0
Used stored label encoder to inverse transform the predictions
#21
shivamshinde123
closed
1 year ago
0
Deploying a webapp using streamlit deploy
#20
shivamshinde123
closed
1 year ago
1
Streamlit webapp created successfully
#19
shivamshinde123
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1 year ago
0
Model creation step successfully completed
#18
shivamshinde123
closed
1 year ago
0
Creating a function for webapp using streamlit or gradio
#17
shivamshinde123
closed
1 year ago
1
Creating visualizations using the results of the evaluation of the model
#16
shivamshinde123
closed
1 year ago
1
evaluating the processed data
#15
shivamshinde123
closed
1 year ago
1
performing experiments to find the best model for the processed data
#14
shivamshinde123
closed
1 year ago
1
Creating a dvc.yaml file for easier experimentation
#13
shivamshinde123
closed
1 year ago
1
Initializing DVC
#12
shivamshinde123
closed
1 year ago
1
Preprocessing the data and saving the preprocessed data into data/processed
#11
shivamshinde123
closed
1 year ago
1
Dev
#10
shivamshinde123
closed
1 year ago
0
Downloading data from google drive and saving it into the data/raw folder
#9
shivamshinde123
closed
1 year ago
1
Creating params.yaml file, created utility class and created loggers
#8
shivamshinde123
closed
1 year ago
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Creating loggers using a python inbuilt logging module
#7
shivamshinde123
closed
1 year ago
1
Creating a utility class to read the variables from the params.yaml file
#6
shivamshinde123
closed
1 year ago
1
Creating params.yaml file
#5
shivamshinde123
closed
1 year ago
1
Working on dataset creation, model creation and model evaluation
#4
shivamshinde123
closed
1 year ago
1
Basic setup and EDA completed
#3
shivamshinde123
closed
1 year ago
0
Working on EDA in jupyter notebook
#2
shivamshinde123
closed
1 year ago
1
Task List
#1
shivamshinde123
closed
1 year ago
1