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antcolonyoptimization

The Ant Colony Optimization algorithm is a probabilistic technique for searching the shortest path. Multi-agent system of artificial ants is inspired by real ants and their pheromone based behavior.  

antcolonyoptimization2

ascii2pix

ASCII2Pix is Generative Adversarial Network that converts ASCII pictures of hallways and passages into photo realistic images. Trained on only 1715 examples, it uses Gaussian noise to regularize and stabilize the discriminator and generator training.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dgl-dataloader-seed

dgl_tensorflow

full-graph-mini-batch-convergence

gcn

Implementation of GCN model in PyTorch which is trained on synthetic dataset of 200 social network users to classify them into customers of Premium or Junk dog food.

gmat

gnn-workshop

graph-winning-tickets

jellyfishnet

JellyfishNet is model with very simple attention made for digit recognition. 99,75% of test accuracy on original MNIST dataset and only 234 330 trainable parameters!

jenkins-git

A simple project to test jenkins git integration

ksadowski13

Config files for my GitHub profile.

ogbn-mag-dim-reduction

paconator3000

It's my first project made while learning Python. Simple arcade game made in ASCII. You will be fighting my dog's worst enemies - pigeons. Shoot lasers from dog's eyes by pressing 'space', add ammo by eating a bone and move using arrows. Have fun!

pcapass

This repository contains the official PCAPass implementation from the Dimensionality Reduction Meets Message Passing for Graph Node Embeddings (arXiv:2202.00408).

projekt-zaawansowane-technologie-internetowe

pseudodatabase

Dummy database that takes commands from user, interpret them and make operations on files. Created according to MVC software design pattern.

pyg-benchmarks

raycastingascii

Simple graphics engine that was used in famous First Person Shooter - Wolfenstein 3D. It displays '3D' enviroment in command prompt using ASCII characters.

rgcn-ogbn-mag

swarm-torch

Optimizer for PyTorch that enables to train any PyTorch model without gradients using Particle Swarm Optimization.

trinity

Trinity is simple header only, template based library for linear algebra written in C++ using only the standard library.