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air_quality_test

54.9 MB

9 contributors

History: 56 commits

atodorov284

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

88b8e22 about 1 year ago

.github
Workflow fix for flake8 and reproducibility. about 1 year ago
.vs
Added MLFlow data from Habrok. Registered the best models. about 1 year ago
.vscode
Experiments track train and test MSE and RMSE correctly \n Code refactoring about 1 year ago
air-quality-forecast
Workflow fix for flake8 and reproducibility. about 1 year ago
configs
Add extra scripts. Format code. \n Add .vs to .gitignore about 1 year ago
data
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. about 1 year ago
docs
CCDS defaults over 1 year ago
extra_scripts
Add extra scripts. Format code. \n Add .vs to .gitignore about 1 year ago
mlartifacts
Added MLFlow data from Habrok. Registered the best models. about 1 year ago
mlruns
Added MLFlow data from Habrok. Registered the best models. about 1 year ago
notebooks
Add extra scripts. Format code. \n Add .vs to .gitignore about 1 year ago
references
CCDS defaults over 1 year ago
reports
CCDS defaults over 1 year ago
saved_models
Created a predictor class to encapsulate and wrap the loaded models. \n Make a manual prediction to ensure the MLFlow tracking was correct, which is indeed the case. \n Can be accessed through prediction.py. about 1 year ago
.dockerignore

340 Bytes

Added docker file about 1 year ago
.gitattributes

140 Bytes

Update gitattributes file. about 1 year ago
.gitignore

3.26 kB

Add extra scripts. Format code. \n Add .vs to .gitignore about 1 year ago
Dockerfile

802 Bytes

Experiments track train and test MSE and RMSE correctly \n Code refactoring about 1 year ago
LICENSE

1.08 kB

CCDS defaults over 1 year ago
Makefile

2.55 kB

DVC Setup over 1 year ago
README.md

5.44 kB

Update README with all info from the development stage. about 1 year ago
pyproject.toml

620 Bytes

CCDS defaults over 1 year ago
requirements.txt

214 Bytes

Experiments track train and test MSE and RMSE correctly \n Code refactoring about 1 year ago
setup.cfg

112 Bytes

CCDS defaults over 1 year ago