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
23k stars
502 watching
1k forks
Language: C#
last commit: 2 months ago
Linked from 3 awesome lists
algorithmcsharpgamedevmachine-learningprocedural-generationwfc
Related projects:
Repository | Description | Stars |
---|---|---|
| Delivers methods for studying many-body quantum systems with machine learning and neural networks | 554 |
| Visualizes the loss surfaces of neural networks to understand their behavior and flatness. | 2,859 |
| A Julia package for generating random quantum states and processes from various natural distributions. | 12 |
| This project generates image analogies by matching and blending features from one image to another. | 3,522 |
| Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics | 23,191 |
| A Q/# program that generates and manipulates Bell states in quantum computing | 2 |
| Provides implementations of fundamental machine learning models and algorithms from scratch in Python | 24,092 |
| Designs quantum algorithms using evolutionary techniques | 19 |
| An open-source software package for simulating and compiling measurement-based quantum computing patterns | 65 |
| An implementation of the Squeeze-and-Excitation Networks architecture in Caffe | 3,415 |
| Provides an algorithm to explain the output of machine learning models using game theory and Shapley values. | 23,077 |
| A Python library for designing 2D quantum circuit geometries using the KLayout layout design API. | 145 |
| A collection of strategies and techniques to improve the stability and performance of Generative Adversarial Networks (GANs) for generating high-quality images. | 11,473 |
| A software framework that simulates quantum circuits using tensor network theory | 43 |
| An implementation of Google's QANet for machine reading comprehension using TensorFlow. | 983 |