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MSE and MAE are commonly used measurement of model prediction.
Feature scaling stands for normalizing variable values into a certain range.
GitHub remains one of the most reliable repository website for code, but we can also utilize its storage capability to host images for our website. In this tutorial, we are going to use a image upload tool and set up custom domain for the repo to enable pretty link for our images.
In mathematics, the Hessian matrix or Hessian is a square matrix of second-order partial derivatives of a scalar-valued function, or scalar field. Hessian Matrices are often used in optimization problems within Newton-Raphson's method.
Matrix factorization is a class of algorithms used for recommender systems in machine learning. Matrix factorization algorithms work by decomposing dimensionality. Commonly known matrix factorization algorithms are SVD and PCA.
This post is going to illustrate how to sync a fork of a repository to keep it up-to-date with the upstream repository.
We use .gitignore file to untrack certain folder and/or files to the remote repository. However sometimes you have some files already pushed to your remote repository. Now you want to only keep them locally, so here is how to remove them from the remote repository.
By default, git will use fast forward when merging a branch. The problem with fast forward is the branch information will be lost after deletion. However, if we specifically forbid the fast forward mode, a new commit will occur with the branch information.
In this tutorial, I want to briefly mention some stuff you might be interested in while your website is gradually growing.
In this tutorial, we are going to discuss several ways to deploy our Ghost website publicly.
This is a Ghost theme I built for this website, the philosophy is to build something minimal without losing the taste for blogging. Hope you will like it too.