Python Programming Examples

Troubleshooting Virtualenv Activation Issues on Windows

Creating isolated Python environments is an essential skill for Python developers. Virtualenv allows you to create separate Python environments for each project, allowing you to install packages and manage dependencies without affecting other projects. However, Python developers frequently encounter frustrating issues when activating their virtualenv environments on Windows. In this comprehensive guide, we’ll explore the […]

Troubleshooting Virtualenv Activation Issues on Windows Read More »

What is Kullback-Leibler Divergence in Machine Learning

Information theory is the study of general collection, storage, and transmission of information. It leverages many concepts such as entropy, to efficiently communicate the information. Kullback-Leibler Divergence (KL Divergence) is one such metric used in information theory to quantify or measure the difference between two distributions. KL Divergence also known as relative entropy is closely

What is Kullback-Leibler Divergence in Machine Learning Read More »

Multilayer Perceptron (MLP) – A Sneak Peak

Artificial Neural Networks or simply neural networks-NNs are being used by machine learning engineers for tasks so simple as classifying images using Convolutional Neural Networks(CNN) to using Recurrent Neural Networks (RNN) that can remember past information to deal with time series data. Ever wondered what constitutes these complex architectures? Just as their names suggest(‘neurons’), these

Multilayer Perceptron (MLP) – A Sneak Peak Read More »

[Fix] “bad interpreter: No such file or directory” Error in Python

Have you ever tried running a Python script only to get the frustrating “bad interpreter: No such file or directory” error? This common error occurs when the path defined in the shebang line (e.g. #!/usr/bin/python) points to a non-existent or invalid Python executable. In this comprehensive guide, we’ll walk through the root causes of this

[Fix] “bad interpreter: No such file or directory” Error in Python Read More »