aesvoy blog

Seam carving is an advanced image processing technique for content-aware image resizing. Unlike traditional scaling methods that uniformly distort the image, seam carving preserves the most importa…

A PyTorch implementation of various DenseNet architectures trained on the CIFAR-100 dataset, with extensive customization options for model architecture, hyperparameters, and training strategies.

Welcome to netrunner-template, a structured, modular pipeline designed to help you efficiently load, clean, inspect, and analyze datasets—especially tabular ones like CSV files—without diving deep …

A somewhat comprehensive, modular machine learning framework built in Go, designed for both educational and production use. GoML provides neural network implementations, data processing utilities, …

Ackermann Algorithm implemented in C, C++, C#, GoLang, Swift, Javascript, Haskell, Python and Unix Shell.

A complete PyTorch implementation for training and evaluating ResNet-18 on the CIFAR-100 dataset.

This repository contains an implementation of the VGG-16 convolutional neural network trained on the Tiny ImageNet dataset using PyTorch. The script includes advanced data augmentation, learning ra…

This repository contains a PyTorch implementation of the classic AlexNet convolutional neural network, adapted and trained on the CIFAR-10 dataset. The implementation serves as a practical example …

A functional and easy-to-understand implementation of the classic LeNet-5 convolutional neural network using PyTorch. This repository provides code to train and evaluate LeNet-5 on the MNIST handwr…

This project implements the Singular Value Decomposition (SVD) algorithm from scratch in C programming language. Singular Value Decomposition is a cornerstone technique in linear algebra, used exte…

This repository contains a Python implementation of the Iterative Closest Point (ICP) algorithm for rigid point cloud registration using NumPy and SciPy, with optional visualization support using M…

Simple script that creates the shot-chart of NBA players using the official NBA API. Because of the finicky nature of the API and its countless restrictions, you might run into some troubles runnin…

Repository showcasing a simple active learning example.

CLI to quickly convert to black and white

Kuwahara effect + Dither effect = Oily Drawing Look!

ZEST implementation version 01

Simplest implementation of Black-Scholes & Merton equation.

This repository contains Python code implementing two popular dithering algorithms, Floyd-Steinberg and Atkinson, using the Numba library for performance optimization. These algorithms are commonly…

The Kuwahara filter is a non-linear filter used for image smoothing while preserving edges. It divides the image into overlapping square regions and computes the mean and variance of pixel values w…

Notes of chapters 3, 4 and 5.

TD-Gammon is a computer backgammon program developed in 1992 by Gerald Tesauro at IBM's Thomas J. Watson Research Center. Its name comes from the fact that it is an artificial neural net trained by…

Perceptron neural network implementation in C.

Implementation of TicTacToe opponent AI using the easyAI library.