HDB_Resale_Prices
Predicted and identified the drivers of Singapore HDB resale prices (2015-2019) with 0.96 Rsquare & $20,000 MAE. Web app deployment using Streamlit for user price prediction. (by teyang-lau)
ols_regression
OLS regression with possibility of controlling for fixed effects and robust standard errors (by calosor)
| HDB_Resale_Prices | ols_regression | |
|---|---|---|
| 1 | 1 | |
| 21 | 0 | |
| - | - | |
| 5.4 | 1.9 | |
| 5 months ago | about 1 year ago | |
| Python | Python | |
| MIT License | - |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
HDB_Resale_Prices
Posts with mentions or reviews of HDB_Resale_Prices.
We have used some of these posts to build our list of alternatives
and similar projects.
-
What's that HDB worth?
Just curious, have you seen the projects (e.g. this) using statistical learning to predict HDB resale prices?
ols_regression
Posts with mentions or reviews of ols_regression.
We have used some of these posts to build our list of alternatives
and similar projects.
-
OLS regression on Python with Fixed effects and robust std. errors
Here the link: https://github.com/calosor/ols_regression
What are some alternatives?
When comparing HDB_Resale_Prices and ols_regression you can also consider the following projects:
twostage_regress - 2SLS IV regression with Python
Bayesian-Marketing-Mix-Modeling - The project analyses the impact of different marketing tactics on the sales of items. The problem is a multivariate-modeling problem as there are 3 different tactics of marketing. Since, the impact of marketing medium cannot be negative we will be using Bayesian model for regression.