ML-project - Sberbank Housing Prices

The final results we got with the models we made were not to our liking, and would come back to it and improve later on!

Please take notice to our methodology and give comments where you see fit, we would love the feedback!

Name		Name	Last commit message	Last commit date
Latest commit History 42 Commits
presentation images		presentation images
sberbank-russian-housing-market		sberbank-russian-housing-market
.gitattributes		.gitattributes
Buildup (2).ipynb		Buildup (2).ipynb
EnhancedRandomForestSubmission.csv		EnhancedRandomForestSubmission.csv
EnhancedXGBoostSubmission.csv		EnhancedXGBoostSubmission.csv
Final Project .pdf		Final Project .pdf
Final Project Tom & Maya.html		Final Project Tom & Maya.html
Final Project Tom & Maya.ipynb		Final Project Tom & Maya.ipynb
Final Project Tom & Maya.pdf		Final Project Tom & Maya.pdf
Final Project Tom & Maya.pptx		Final Project Tom & Maya.pptx
Final_Project_updated.pdf		Final_Project_updated.pdf
README.md		README.md
RandomForestSubmission.csv		RandomForestSubmission.csv
Task 2 Baseline model.pdf		Task 2 Baseline model.pdf
Task2.ipynb		Task2.ipynb
Untitled-1.ipynb		Untitled-1.ipynb
assignment_2.ipynb		assignment_2.ipynb
basic-time-series-analysis-feature-selection.ipynb		basic-time-series-analysis-feature-selection.ipynb
feature notes.txt		feature notes.txt
feature-engineering-validation-strategy.ipynb		feature-engineering-validation-strategy.ipynb
finalXGBoostSubmission.csv		finalXGBoostSubmission.csv
macro.csv		macro.csv
one_of_the_top_notebooks(0.31049).py		one_of_the_top_notebooks(0.31049).py
output.png		output.png
sample_submission.csv		sample_submission.csv
simple-exploration-notebook-sberbank.ipynb		simple-exploration-notebook-sberbank.ipynb
test.csv		test.csv
train.csv		train.csv

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