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Showing posts with the label Regression

Python: Cubic Spline Regression For A Time Series Data

I have the data as shown below. I want to find a CUBIC SPLINE curve that fits the entire data set (… Read more Python: Cubic Spline Regression For A Time Series Data

How To Restrict Output Of A Neural Net To A Specific Range?

I'm using Keras for a regression task and want to restrict my output to a range (say between 1 … Read more How To Restrict Output Of A Neural Net To A Specific Range?

Pandas Multi-index - Can't Convert Non-uniquely Indexed Dataframe To Panel

Given a time series data, I'm trying to use panel OLS with fixed effects in Python. I found thi… Read more Pandas Multi-index - Can't Convert Non-uniquely Indexed Dataframe To Panel

Polynomial Regression Values Generated Too Far From The Coordinates

As per the the below code for Polynomial Regression coefficients value, when I calculate the regre… Read more Polynomial Regression Values Generated Too Far From The Coordinates

Weighted Logistic Regression In Python

I'm looking for a good implementation for logistic regression (not regularized) in Python. I… Read more Weighted Logistic Regression In Python

How To Use Lightgbm.cv For Regression?

I want to do a cross validation for LightGBM model with lgb.Dataset and use early_stopping_rounds. … Read more How To Use Lightgbm.cv For Regression?