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Addition of training step with testing and train_test_split #49

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wants to merge 21 commits into from
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Addition of training step with testing and train_test_split #49

wants to merge 21 commits into from

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panstav1
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Major changes in this pull request:

  1. Added of train_test_split step
  2. Developed and Added train random forest step with all of the preprocessing parts
  3. Added work on the test step in unseen data
  4. Worked on the conda environments

panagiotis.stavriano and others added 21 commits November 17, 2023 09:56
Major Adjustment of main environment due to dependencies
e02d7f1
@panstav1
environment correction on dependecies
0db12a9
@panstav1
add initial exploration through notebook
8210187
@panstav1
modify the mlflow run command of EDA step so as to catch internal fil…
bdceb96 
…e instead of git
@panstav1
add of local path for fetching data instead of git
f6621b9
@panstav1
Basic changes from the main environment that were errors
9720b3f
@panstav1
change cookie-cutter wandb version template
7c514f0
@panstav1
add basic input arguments for the basic cleaning step
2bb2a80
@panstav1
Merge pull request #1 from panstav1/dev/eda_initial_work
6ab26ea 
Addition of basic development toolkit in the project
@panstav1
Basic changes from the main environment that were errors
0cc8c75
@panstav1
removal of hydra options from main MLproject file
de5d468
@panstav1
configure path and basic pipeline of basic_cleaning
7c21542
@panstav1
Merge branch 'main' into dev/basic_cleaning
ec900b7
@panstav1
Merge pull request #2 from panstav1/dev/basic_cleaning
cdf97bc 
Initial working step of data cleaning of MLFlow project
@panstav1
development of data checks on the input data artifact
2807e90
@panstav1
Merge pull request #3 from panstav1/dev/data_check
dbf9c58 
Development of data checks on the input data artifact
@panstav1
add first train_test_split step
fe63fd9
@panstav1
addition of main functinality for training the random forest model
bea21e8
@panstav1
addition of output_artifact variable in main hydra config
1a7ff35
@panstav1
incorporate the trigger of model train in the main pipeline
8ebd294
@panstav1
test the random forest model in the main pipeline
e16f893
@panstav1 panstav1 closed this Nov 21, 2023
@panstav1 panstav1 deleted the dev/training_step branch November 21, 2023 09:03
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