WaveFunctionCollapse

Pattern generator

An algorithm generates bitmaps by iteratively observing and updating patterns in a superposition of pixel values to produce locally similar output.

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

GitHub

23k stars
502 watching
1k forks
Language: C#
last commit: about 1 month ago
Linked from 3 awesome lists

algorithmcsharpgamedevmachine-learningprocedural-generationwfc

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
netket/netket Delivers methods for studying many-body quantum systems with machine learning and neural networks 554
tomgoldstein/loss-landscape Visualizes the loss surfaces of neural networks to understand their behavior and flatness. 2,859
bbn-q/randomquantum.jl A Julia package for generating random quantum states and processes from various natural distributions. 12
awentzonline/image-analogies This project generates image analogies by matching and blending features from one image to another. 3,522
trekhleb/homemade-machine-learning Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics 23,191
pktippa/q_sharp_bell_state A Q/# program that generates and manipulates Bell states in quantum computing 2
eriklindernoren/ml-from-scratch Provides implementations of fundamental machine learning models and algorithms from scratch in Python 24,092
llens/quantumcomputingevolutionaryalgorithmdesign Designs quantum algorithms using evolutionary techniques 19
teamgraphix/graphix An open-source software package for simulating and compiling measurement-based quantum computing patterns 65
hujie-frank/senet An implementation of the Squeeze-and-Excitation Networks architecture in Caffe 3,415
shap/shap Provides an algorithm to explain the output of machine learning models using game theory and Shapley values. 23,077
iqm-finland/kqcircuits A Python library for designing 2D quantum circuit geometries using the KLayout layout design API. 145
soumith/ganhacks A collection of strategies and techniques to improve the stability and performance of Generative Adversarial Networks (GANs) for generating high-quality images. 11,473
ornl-qci/tnqvm A software framework that simulates quantum circuits using tensor network theory 43
localminimum/qanet An implementation of Google's QANet for machine reading comprehension using TensorFlow. 983