How to Create a Synthetic Social Network Using Python
Understand the application of graph generation algorithms in creating synthetic graphs- 30079Murphy ≡ DeepGuide
College Basketball's NET Rankings Explained
How data science influences March Madness- 23791Murphy ≡ DeepGuide
Hands on Otsu Thresholding Algorithm for Image Background Segmentation, using Python
From theory to practice with the Otsu thresholding algorithm- 24545Murphy ≡ DeepGuide
Knowledge Graph Embeddings 101
A summary of knowledge graph embeddings (KGE) algorithms- 26390Murphy ≡ DeepGuide
How t-SNE Outperforms PCA in Dimensionality Reduction
PCA vs t-SNE for visualizing high-dimensional data in a lower-dimensional space- 27209Murphy ≡ DeepGuide
Unraveling the Design Pattern of Physics-Informed Neural Networks: Part 05
Welcome to the 5th blog of this series, where we continue our exciting journey of exploring design patterns of physics-informed neural networks (PINN)- 22306Murphy ≡ DeepGuide
Column Generation in Linear Programming and the Cutting Stock Problem
How to solve linear problems with a large number of decision variables illustrated with a Python example- 26098Murphy ≡ DeepGuide
Retro Data Science: Testing the First Versions of YOLO
Let's travel 8 years back in time- 22163Murphy ≡ DeepGuide
Optimizing Your Strategies with Approaches Beyond A/B Testing
In the world of digital marketing, the competition is fierce. Every company wants to create a marketing strategy with the highest value – increasing customer retention, enhancing customer satisfaction, or archiving other business objectives. However, ther- 28887Murphy ≡ DeepGuide
HashGNN: Deep-dive into Neo4j GDS's new node embedding algorithm
In this article, we will explore alongside a small example how HashGNN hashes graph nodes into an embedding space.- 28119Murphy ≡ DeepGuide
The Gradient Descent Algorithm and the Intuition Behind It
A technical description of the Gradient Descent method, complemented with a graphical representation of the algorithm at work- 20835Murphy ≡ DeepGuide
Reingold Tilford Algorithm Explained With Walkthrough
Algorithm to Plot Tree Nodes with Numerical Examples and Python Code- 24593Murphy ≡ DeepGuide
Random Forests in 2023: Modern Extensions of a Powerful Method
Random Forests came a long way- 29283Murphy ≡ DeepGuide
An Introduction to Quantum Computers and Quantum Coding
Demystifying the novel world of quantum computing, quantum programming, and quantum algorithms.- 24689Murphy ≡ DeepGuide
How to Build a Genetic Algorithm from Scratch in Python
A complete walkthrough on how one can build a Genetic Algorithm from scratch in Python, along with a real-world use case- 26344Murphy ≡ DeepGuide
Image Segmentation With K-Means Clustering
An introduction with Python- 26153Murphy ≡ DeepGuide
How I Solved LinkedIn Queens Game Using Backtracking
Using OpenCV to auto-detect puzzle and redraw the final answer- 29382Murphy ≡ DeepGuide
Particle Swarm Optimization - Search Procedure Visualized
Humans like to mimic many things in nature. We mimic frogs in swimming. We mimic birds by installing wings on planes to provide lift. We mimic the crane/ snake/ mantis in martial arts. We mimic termites to build structures with efficient temperature contr- 23462Murphy ≡ DeepGuide
34% faster Integer to String conversion algorithm
Are we printing integers fast enough?- 22762Murphy ≡ DeepGuide
Beam Search: the Most Used Algorithm in Sequence Models
Learn the working principles of the most famous algorithm for text translation and speech recognition.- 22097Murphy ≡ DeepGuide
We look at an implementation of the HyperLogLog cardinality estimati
Using clustering algorithms such as K-means is one of the most popul
Level up Your Data Game by Mastering These 4 Skills
Learn how to create an object-oriented approach to compare and evalu
When I was a beginner using Kubernetes, my main concern was getting
Tutorial and theory on how to carry out forecasts with moving averag