air_quality_test / notebooks

Commit History

Add extra scripts. Format code. \n Add .vs to .gitignore
88b8e22

atodorov284 commited on

Convert parameter space into a range rather than a grid.
3b0e766

atodorov284 commited on

Experiments track train and test MSE and RMSE correctly \n Code refactoring
6547e96

atodorov284 commited on

Put model development pipeline in a .py file. Rewrote README. Made a config folder to store hyperparameter space searches. Co-authored with Chris and Csenge. Several TODOs in the README.
5c3cd79

atodorov284 commited on

Set up MLFlow. Automatic server setup at localhost 5000. Experiments for decision tree, random forest, and xgboost set up, optimized through Bayesian search.
18117cd

atodorov284 commited on

working on model development (xgboost and decision tree)
5d16f3a

03chrisk commited on

Co-authored-by: SzokeCsenge <SzokeCsenge@users.noreply.github.com>
ed5dbb6

03chrisk commited on

creating a pipeline
6a9e30e

03chrisk commited on

adding more files that should have been in the last commit
9fcc62f

03chrisk commited on

lagged dataset file, training test
e4585fd

lukasz-sawala-goat atodorov284 SzokeCsenge commited on

lagging and removing empty values
4d624cd

lukasz-sawala-goat atodorov284 SzokeCsenge commited on

feature engineering
0bd11db

atodorov284 commited on

rename files for consistency
fe2a132

atodorov284 commited on

rename files for consistency
1073dbc

atodorov284 commited on

feature engineering and exploratory data analysis
8c84fd3

atodorov284 commited on

feature engineering and exploratory data analysis
6178e02

atodorov284 commited on

save data merge notebook
0fa35d0

atodorov284 commited on

data merge notebook and pipeline
c43a6fb

atodorov284 commited on

Raw 03 and No2 data added
689cdc7

atodorov284 commited on

CCDS defaults
5cdeee9

atodorov284 commited on