Humboldt-WI / demopy Public

Various small Python scripts that demonstrate concepts covered in our courses.

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Name		Name	Last commit message	Last commit date
Latest commit History 31 Commits
linreg		linreg
.gitignore		.gitignore
1d_classification_problem.PNG		1d_classification_problem.PNG
2d_classification_problem.png		2d_classification_problem.png
LICENSE		LICENSE
LinkageMeasures.ipynb		LinkageMeasures.ipynb
README.md		README.md
ROC-curve.png		ROC-curve.png
bias-variance.png		bias-variance.png
classification_cutoff.PNG		classification_cutoff.PNG
confusion_matrix.PNG		confusion_matrix.PNG
cross_entropy.ipynb		cross_entropy.ipynb
cross_validation.png		cross_validation.png
cross_validation1.png		cross_validation1.png
cross_validation2.png		cross_validation2.png
eda.ipynb		eda.ipynb
ensemble_learning.png		ensemble_learning.png
gridsearch.png		gridsearch.png
holdout_method.png		holdout_method.png
kmeans.png		kmeans.png
kmeans_elbow_method.png		kmeans_elbow_method.png
logistic.ipynb		logistic.ipynb
logistic_wip.ipynb		logistic_wip.ipynb
ml_pipeline.png		ml_pipeline.png
model_based_resale_price_forecasting.png		model_based_resale_price_forecasting.png
normal_dist.ipynb		normal_dist.ipynb
qqloss.ipynb		qqloss.ipynb
r2_of_resale_price_regression.png		r2_of_resale_price_regression.png
resale_price_regression.png		resale_price_regression.png
sl_xy_map.png		sl_xy_map.png
xai_surrogate_model.png		xai_surrogate_model.png