Deep Learning with Yacine on MSN

Backpropagation with automatic differentiation from scratch in Python

Learn how backpropagation works using automatic differentiation in Python. Step-by-step implementation from scratch. #Backpropagation #Python #DeepLearning ...
Scientific Research Publishing

Virtanen, P., Gommers, R., Oliphant, T.E., Haberland, M., Reddy, T., Cournapeau, D., et al. (2020) SciPy 1.0: Fundamental Algorithms for Scientific Computing in Python. Nature ...

ABSTRACT: Accurate prediction of water travel time in drip irrigation systems is essential for efficient water and nutrient delivery. This study develops a predictive model for travel time by ...
GitHub

Hands-on Algorithmic Problem Solving

In short, this is a middle-to-high level algorithm book designed with cracking coding interviews at hearts. It offers a one-stop coding interview prep experience. The structure of the book: (1) math ...
IEEE

Performance Analysis of Dijkstra and A* Algorithms for Determining the Shortest Path on the Sunset Map in Valorant

Abstract: This study examines the performance of the Dijkstra and A* algorithms in uncovering the shortest path for strategic movement on the Sunset map in the game Valorant. Both algorithms were ...
IEEE

Comparative Analysis of BFS, Dijkstra, and A* Pathfinding Algorithms in 2D Maze: A Time-Based Approach

Abstract: This paper presents a detailed comparison of three popular path-finding algorithms: BFS, Dijkstra’s algorithm, and A*, for solving 2D mazes. Path-finding is a widely studied problem in ...