Just imagine yourself as a delivery courier. You have to deliver multiple parcels to many different spots. You also aim to minimize the fuel costs and time of traveling to maximize profit. This generally creates confusion about where to deliver parcels first and which routes to take. In this article, we will learn about the […]
Traveling Salesman Problem with Python: Greedy and Brute Force Read More »
In this article, we will learn the skill of job assignment which is a very important topic in the field of Operations Research. For this, we will utilize Python programming language and the Numpy library for the same. We will also solve a small case on a job assignment. Job assignment involves allocating tasks to
Optimizing Job Assignments with Python: A Greedy Approach Read More »
The frustration of waiting in long queues at fast food joints or banks is all too familiar. How can we tackle this issue effectively? We have all been to our favorite fast food joints like KFC, Domino’s, and Pizza Hut. We have also hated the long queues while ordering and collecting our food. This issue
Queuing Theory: Optimizing Wait Times at Fast Food Joints and Banks Read More »
Inventory management is one of the most important topics that heavily affects businesses’ profit margins when it comes to operations and supply chain management. Previously, all the inventory and warehouse decisions were made based on historical data. With time, the decision nowadays is taken with the help of predictive analytics where Python can play a
How to optimize Inventory management using Python Read More »
Delivery route planning is one of the most important aspects that helps minimize drivers’ delivery cost and travel time. Popular techniques like Just in Time ( JIT ) and lean management depend tremendously on Delivery route planning. Delivery route optimization involves finding the most efficient sequence of stops for a delivery vehicle to minimize time,
Delivery Route Optimization using Python: A Step-by-Step Guide Read More »
The Capital Asset Pricing Model ( CAPM ) is a fundamental concept in finance that gives us the expected return on investment, considering its risk and the overall market’s behavior. It is an important part of modern portfolio theory and has many applications in investment management, risk assessment, financial decision-making, etc. In this article, we
Understanding Capital Asset Pricing Model (CAPM) Read More »
Exception handling is a very important part of Python code. Python programming language alerts the programmer of any unexpected situations, this is known as an exception. Sometimes, there are situations where exceptions go unnoticed and the interpreter provides us a message stating “Exception ignored in”. In this article, we will discuss the reasons behind these
Python Exception Handling: How to Fix “Exception ignored in” Messages Read More »
The ‘self’ is a keyword used in object-oriented programming to refer to the instance of a class. It acts as a placeholder for the instance itself, providing access to the attributes and methods defined within the class. When a method is called on an instance, ‘self’ allows the method to access and manipulate the instance’s
Understanding the Difference Between ‘self’ and ‘ctx’ in PyTorch Read More »
PyTorch is a popular Python library that helps all deep learning enthusiasts. The torch.nn module is a very important component of PyTorch which helps with the building and training of neural networks. In this article, we will take a deep dive into the torch.nn module, its key components, and the implementation of the module in
Building Neural Networks with torch.nn in PyTorch Read More »
Pytorch is a prevalent machine learning library in Python programming language. Pytorch is a handy tool in neural networks and torch.optim module is used in various neural network models for training. This module provides us with multiple optimization algorithms for training neural networks. In this article, we will understand in depth about the torch.optim module
Optimizing Neural Networks with torch.optim in PyTorch Read More »