ALP User Documentation 0.7.alpha
Algebraic Programming User Documentation
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Files | |
file | bicgstab.hpp [code] |
Implements the BiCGstab algorithm. | |
file | conjugate_gradient.hpp [code] |
Implements the CG algorithm. | |
file | cosine_similarity.hpp [code] |
Implements cosine simularity. | |
file | kmeans.hpp [code] |
Implements k-means. | |
file | knn.hpp [code] |
Implements the \( k \)-hop nearest neighbours from a given source vertex. | |
file | label.hpp [code] |
Implements label propagation. | |
file | mpv.hpp [code] |
Implements the matrix powers kernel \( y=A^kx \) over arbitrary semirings. | |
file | norm.hpp [code] |
Implements the 2-norm. | |
file | pregel_connected_components.hpp [code] |
Implements the (strongly) connected components algorithm over undirected graphs using the ALP/Pregel interface. | |
file | pregel_pagerank.hpp [code] |
Implements a traditional vertex-centric page ranking algorithm using ALP/Pregel. | |
file | simple_pagerank.hpp [code] |
Implements the canonical PageRank algorithm by Brin and Page. | |
file | sparse_nn_single_inference.hpp [code] |
Implements (non-batched) sparse neural network inference. | |
file | spy.hpp [code] |
Implements a simple matrix spy algorithm. | |