Every Python developer knows some or all of these libraries, because they’re stable, reliable, and excellent at what they do.

PythonEnvForAivia/ contains a virtual environment auto-builder. This is useful for users who do not know how to set a virtual environment and want to use recipes in Aivia without using any command ...

Most linear algebra courses start by considering how to solve a system of linear equations. \[ \begin{align} a_{0,0}x_0 + a_{0,1}x_0 + \cdots a_{0,n-1}x_0 & = b_0 ...

There is a phenomenon in the Python programming language that affects the efficiency of data representation and memory. I call it the "invisible line." This invisible line might seem innocuous at ...

As of June 2022, the number of registered and enrolled nurses was more than 365,000, and as demand for nurses continues to surge, the subject of salary is one that is attracting more attention. In ...

If you're new to the world of machine learning and optimization, the term "Gradient Descent" might sound intimidating. However, don't let the name scare you away. Gradient Descent is a fundamental ...

PyOD is a versatile toolkit for detecting outliers in multivariate data, introduced in 2019. Outlier detection identifies data points that significantly differ from the majority, aiding in tasks like ...

An oncology nurse is a registered nurse who cares for and educates patients who have cancer. Oncology nurses work in a multi-disciplinary team, in a variety of settings, from the inpatient ward, to ...

Thompson Sampling is an algorithm that can be used to analyze multi-armed bandit problems. Imagine you're in a casino standing in front of three slot machines. You have 10 free plays. Each machine ...

The data doctor continues his exploration of Python-based machine learning techniques, explaining binary classification using logistic regression, which he likes for its simplicity. The goal of a ...