Please enable JavaScript.
Coggle requires JavaScript to display documents.
Main - Coggle Diagram
Main
utilities
data_gathering
_get_dataframe_from_local_dp
_get_dataframe_from
local
get_combined_dataframe
_get_dataframe_from
db
upload_dataframe_to_s3
upload_model_to_s3
retrieve_parquet_files
retreive_data_from_s3
retreive_json_from_s3
get_asset_table_from_mariadb
DataPreprocessing
encoding
_split_train
test
_is
constant
_get_constant
params
_remove_const
params
_drop_low_variace
params
_get_correlated
features
_drop_correlated
features
_series_to
supervised
_mv_series_to
supervised
DataWrangling
_to
datetime
_feature
scaling
impute
_drop
columns
_convert_dtype
Data_Reduction_Analysis
transpose
save_csv
get_event_definitions
generate_descriptive_analysis
update_feature_details
generate_plots
generate_params_value
split_save_csv
Anomaly_Detection_Pipeline
anomaly_model_building
anomaly_detector
model_building
multi_run_wrapper
multi_run_device_wrapper
device_model_building
parallel_device_model_building
anomaly_model_building
anomaly_model_building
parallel_device_model_building
multi_run_device_wrapper
device_model_building
model_building
Lstm_Anomaly_Detection
Mean_Anomaly_Detection
Isolation_Anomaly_Detection
Autoencoder_Anomaly_Detection
Data_Analysis_pipeline
run_pipeline
multi_run_wrapper
model_building
Lstm_Anomaly_Detection
Mean_Anomaly_Detection
Isolation_Anomaly_Detection
Autoencoder_Anomaly_Detection
model_training