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03chrisk
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air_quality_test

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air_quality_test

54.6 MB

9 contributors

History: 78 commits

03chrisk's picture

bye bye added to app

29dca43 about 1 year ago

.github
Create main.yml about 1 year ago
air_quality_forecast
testing an app 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
Format code for flake8 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

1.62 kB

fixing about 1 year ago
.gitignore

3.29 kB

pls 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

5.68 kB

update readme about 1 year ago
app.py

5.18 kB

bye bye added to app about 1 year ago
pyproject.toml

620 Bytes

CCDS defaults over 1 year ago
requirements.txt

236 Bytes

app.py about 1 year ago
setup.cfg

112 Bytes

CCDS defaults over 1 year ago