// (c) The BioChemical Library (BCL) was originally developed by contributing members of the Meiler Lab @ Vanderbilt University. // (c) // (c) The BCL is now made available as an open-source software ...

%This function gets called every time the likelihood is evaluated. %Try to keep this funciton as efficient as possible because it gets %called thousands of times.

In this example, the log likelihood function of the SSM is computed using prediction error decomposition. The annual real GNP series, y t, can be decomposed as where ...

In my previous post, I discussed linear regression from a machine learning (ML) perspective. Today, let’s delve into a different type of regression used to predict binary outcomes — logistic ...

The following data are taken from Lawless (1982, p.193) and represent the number of days it took rats painted with a carcinogen to develop carcinoma. The last 2 observations are censored data from a ...

Making my way through Andrej Karpathy's lectures on building GPT from scratch. I'm also translating his PyTorch code into Julia as I go! Here's my Negative Log Likelihood example used for computing ...