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Showing posts with the label Linear Regression

How To Implement Multivariate Linear Stochastic Gradient Descent Algorithm In Tensorflow?

I started with simple implementation of single variable linear gradient descent but don't know … Read more How To Implement Multivariate Linear Stochastic Gradient Descent Algorithm In Tensorflow?

Polynomial Regression With Scikit Learn Vs Np.polyfit

I am quite surprised that nobody talks about this: the difference of polynomial regression done wit… Read more Polynomial Regression With Scikit Learn Vs Np.polyfit

Best Fit Line On Log Log Scales In Python 2.7

This is a network IP frequency rank plot in log scales. After completing this portion, I am trying … Read more Best Fit Line On Log Log Scales In Python 2.7

Tensorflow On Simple Linear Regression

I am a beginner in machine learning and tensorflow. In the first step trying the tensorflow, I trie… Read more Tensorflow On Simple Linear Regression

How To Move The Train Model To Production?

I have finalized a model and it is performing within acceptable limits. I am using python and scitk… Read more How To Move The Train Model To Production?

Linear Regression Fails In Python With Large Values In Dependent Variables

I'm trying to rewrite a forecasting model (in Stata) using Python (with pandas.stats.api.ols), … Read more Linear Regression Fails In Python With Large Values In Dependent Variables

Pandas/Statsmodel OLS Predicting Future Values

I've been trying to get a prediction for future values in a model I've created. I have tri… Read more Pandas/Statsmodel OLS Predicting Future Values