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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?

Linear Regression Using Scipy.odr Fails (not Full Rank At Solution)

so was trying a linear regression with scipy.odr. However, it failed miserably. scipy.odr has worke… Read more Linear Regression Using Scipy.odr Fails (not Full Rank At Solution)

Scikit Learn Sklearn.linear_model.linearregression: View The Results Of The Model Generated

So, I can get sklearn.linear_model.LinearRegression to process my data - at least to run the script… Read more Scikit Learn Sklearn.linear_model.linearregression: View The Results Of The Model Generated

How To Get Predictions For Each Set Of Parameters Using Gridsearchcv?

I'm trying to find the best parameters for NN regression model using GridSearchCV with followin… Read more How To Get Predictions For Each Set Of Parameters Using Gridsearchcv?

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

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 Add Regression Functions In Python, Or Create A New Regression Function From Given Coefficients?

I have one regression function, g1(x) = 5x - 1 for one data point. I have another regression functi… Read more How To Add Regression Functions In Python, Or Create A New Regression Function From Given Coefficients?

PyMC Regression Of Many Regressions?

I haven't been using PyMC for long, but I was pleased at how quickly I was able to get a linear… Read more PyMC Regression Of Many Regressions?

Scikit Learn Sklearn.linear_model.LinearRegression: View The Results Of The Model Generated

So, I can get sklearn.linear_model.LinearRegression to process my data - at least to run the script… Read more Scikit Learn Sklearn.linear_model.LinearRegression: View The Results Of The Model Generated