Wave Function Collapse (WFC)by@exutumnois a new algorithm that can generate procedural patterns from a sample image. It's especially exciting for game designers, letting us draw our ideas instead of hand coding them. We'll take a look at the kinds of output WFC can produce and the meaning...
DeBroglie is a C# library implementing the Wave Function Collapse algorithm with support for additional non-local constraints, and other useful features. - BorisTheBrave/DeBroglie
Oisín: Wave Function Collapse for poetry This is code for performing the WaveFunctionCollapse algorithm on poems. It mashes up sentence fragments from a given corpus to produce poems with fixed metric forms. It can also animate the process: It is named after Oisín, son of Fionn mac Cumhaill...
For Fig. 5b–f, all violin plots plotted using violinplot function of matplotlib Python library with the parameter show_extrema set to false. All linear fits computed using regplot function of seaborn Python package65. It computes the regression line and shows a 95% confidence interval as a sh...
the method being derivative-free means training could also be done on a quantum computer without needing to adapt the optimiser. This is relevant because recent evidence suggests that learning the noise of a quantum computer during the training of a quantum ML algorithm may be advantageous (Liao ...
Gravity Spy employs a deep learning model with CNN layers, a Rectified Linear Unit (RELU) activation function, and a fully connected final layer to train the algorithm over the images. For glitches that do not fall into any of the established categories, a “None of the Above” class is ...
[18,52]. They both focused on using CNNs to detect and classify gravitational wave signals from core-collapse supernovae. The first work compared two convolutional neural networks (CNNs), one-dimensional and two-dimensional architectures, in order to analyze data from the advanced LIGO and ...
Here, we simplistically assume that the Himmelblau function represents the accuracy of an ML model, where each input of the function represents a set of hyperparameters of the algorithm and the outcome is the resulting accuracy. The objective is to obtain a set of values that minimizes the func...
Here, we simplistically assume that the Himmelblau function represents the accuracy of an ML model, where each input of the function represents a set of hyperparameters of the algorithm and the outcome is the resulting accuracy. The objective is to obtain a set of values that minimizes the func...
This is code for performing theWaveFunctionCollapsealgorithm on poems. It mashes up sentence fragments from a given corpus to produce poems with fixed metric forms. It can also animate the process: It is named after Oisín, son of Fionn mac Cumhaill, the great poet-warrior of Irish mythology....