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| def house_price_in_aus_from_model(usd_per_floor, | |
| usd_per_bathroom_squared, | |
| floor_count, | |
| bathroom_count, | |
| usd_to_aus_rate): | |
| """ | |
| Calculate the house price in Australian dollars from | |
| a polynomial regression model | |
| """ | |
| house_price_in_usd = usd_per_floor * floor_count + \ | |
| usd_per_bathroom_squared * bathroom_count ** 2 | |
| house_price_in_usd = house_price_in_usd + expected_mean_house_price_in_usd | |
| house_price_in_aud = house_price_in_usd * usd_to_aud_rate | |
| return house_price_in_aud |
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