diff --git a/resources/arxmliv-embeddings-082018.md b/resources/arxmliv-embeddings-082018.md index e6e96ed97f9bac36c7df368efe17ebc689cc07f5..85ea3eccebc5b25870d5c8c295422a30cbc30c18 100644 --- a/resources/arxmliv-embeddings-082018.md +++ b/resources/arxmliv-embeddings-082018.md @@ -149,158 +149,153 @@ python2 eval/python/distance.py --vocab_file vocab.arxmliv.txt --vectors_file gl ``` 1. **lattice** + ``` + Word: lattice Position in vocabulary: 488 -``` -Word: lattice Position in vocabulary: 488 - - Word Cosine distance + Word Cosine distance ---------------------------------------------------------- + --------------------------------------------------------- - lattices 0.853103 + lattices 0.853103 - triangular 0.637767 + triangular 0.637767 - honeycomb 0.626426 + honeycomb 0.626426 - crystal 0.624397 + crystal 0.624397 - finite 0.614720 + finite 0.614720 - spacing 0.603067 -``` + spacing 0.603067 + ``` 2. **entanglement** + ``` + Word: entanglement Position in vocabulary: 1568 -``` -Word: entanglement Position in vocabulary: 1568 - - Word Cosine distance + Word Cosine distance ---------------------------------------------------------- + --------------------------------------------------------- - entangled 0.780425 + entangled 0.780425 - multipartite 0.730968 + multipartite 0.730968 - concurrence 0.691708 + concurrence 0.691708 - negativity 0.649595 + negativity 0.649595 - tripartite 0.647623 + tripartite 0.647623 - quantum 0.640395 + quantum 0.640395 - fidelity 0.640285 + fidelity 0.640285 - teleportation 0.616797 + teleportation 0.616797 - discord 0.613752 + discord 0.613752 - entropy 0.612341 + entropy 0.612341 - bipartite 0.608034 + bipartite 0.608034 - coherence 0.606859 + coherence 0.606859 - nonlocality 0.601337 -``` + nonlocality 0.601337 + ``` 3. **forgetful** + ``` + Word: forgetful Position in vocabulary: 11740 -``` -Word: forgetful Position in vocabulary: 11740 - - Word Cosine distance + Word Cosine distance ---------------------------------------------------------- + --------------------------------------------------------- - functor 0.723472 + functor 0.723472 - functors 0.656184 + functors 0.656184 - morphism 0.598965 -``` + morphism 0.598965 + ``` 4. **eigenvalue** + ``` + Word: eigenvalue Position in vocabulary: 1448 -``` -Word: eigenvalue Position in vocabulary: 1448 - - Word Cosine distance + Word Cosine distance ---------------------------------------------------------- + --------------------------------------------------------- - eigenvalues 0.893073 + eigenvalues 0.893073 - eigenvector 0.768380 + eigenvector 0.768380 - eigenvectors 0.765241 + eigenvectors 0.765241 - eigenfunction 0.754222 + eigenfunction 0.754222 - eigenfunctions 0.686141 + eigenfunctions 0.686141 - eigenspace 0.666098 + eigenspace 0.666098 - eigen 0.641422 + eigen 0.641422 - matrix 0.616723 + matrix 0.616723 - eigenmode 0.613117 + eigenmode 0.613117 - eigenstate 0.612188 + eigenstate 0.612188 - laplacian 0.611396 + laplacian 0.611396 - largest 0.606122 + largest 0.606122 - smallest 0.605342 + smallest 0.605342 - eigenmodes 0.604839 + eigenmodes 0.604839 -``` + ``` 5. **riemannian** + ``` + Word: riemannian Position in vocabulary: 2285 -``` -Word: riemannian Position in vocabulary: 2285 - - Word Cosine distance + Word Cosine distance ---------------------------------------------------------- + --------------------------------------------------------- - manifolds 0.765827 + manifolds 0.765827 - manifold 0.760806 + manifold 0.760806 - metric 0.719817 + metric 0.719817 - finsler 0.687826 + finsler 0.687826 - curvature 0.676100 + curvature 0.676100 - ricci 0.664770 + ricci 0.664770 - metrics 0.660804 + metrics 0.660804 - riemmanian 0.651666 + riemmanian 0.651666 - euclidean 0.644686 + euclidean 0.644686 - noncompact 0.643878 + noncompact 0.643878 - conformally 0.638984 + conformally 0.638984 - riemanian 0.633814 + riemanian 0.633814 - kahler 0.632680 + kahler 0.632680 - endowed 0.622035 + endowed 0.622035 - submanifold 0.613868 + submanifold 0.613868 - submanifolds 0.612716 + submanifolds 0.612716 - geodesic 0.604488 -``` \ No newline at end of file + geodesic 0.604488 + ``` \ No newline at end of file diff --git a/resources/arxmliv-embeddings-082019.md b/resources/arxmliv-embeddings-082019.md index d959fe2942e92c0ef24a6a3fa35d9ccc70db5245..b14e2d6af97d804e4c33691c538ee95a12175aae 100644 --- a/resources/arxmliv-embeddings-082019.md +++ b/resources/arxmliv-embeddings-082019.md @@ -136,170 +136,165 @@ python2 eval/python/distance.py --vocab_file vocab.arxmliv.txt --vectors_file gl ``` 1. **lattice** + ``` + Word: lattice Position in vocabulary: 515 -``` -Word: lattice Position in vocabulary: 515 - - Word Cosine distance + Word Cosine distance ---------------------------------------------------------- + --------------------------------------------------------- - lattices 0.865888 + lattices 0.865888 - honeycomb 0.677004 + honeycomb 0.677004 - finite 0.650216 + finite 0.650216 - triangular 0.632165 + triangular 0.632165 - crystal 0.627800 + crystal 0.627800 - sublattice 0.619792 + sublattice 0.619792 - cubic 0.609822 + cubic 0.609822 -``` + ``` 2. **entanglement** + ``` + Word: entanglement Position in vocabulary: 1603 -``` -Word: entanglement Position in vocabulary: 1603 - - Word Cosine distance + Word Cosine distance ---------------------------------------------------------- + --------------------------------------------------------- - entangled 0.803443 + entangled 0.803443 - multipartite 0.744602 + multipartite 0.744602 - negativity 0.698730 + negativity 0.698730 - concurrence 0.693703 + concurrence 0.693703 - tripartite 0.669840 + tripartite 0.669840 - discord 0.660572 + discord 0.660572 - fidelity 0.657391 + fidelity 0.657391 - quantum 0.655452 + quantum 0.655452 - teleportation 0.628923 + teleportation 0.628923 - qubits 0.627504 + qubits 0.627504 - bipartite 0.622791 + bipartite 0.622791 - entangling 0.621139 + entangling 0.621139 - nonlocality 0.619905 + nonlocality 0.619905 - qubit 0.615623 + qubit 0.615623 - entropy 0.601869 + entropy 0.601869 -``` + ``` 3. **forgetful** + ``` + Word: forgetful Position in vocabulary: 12259 -``` -Word: forgetful Position in vocabulary: 12259 - - Word Cosine distance + Word Cosine distance ---------------------------------------------------------- + --------------------------------------------------------- - functor 0.749501 + functor 0.749501 - functors 0.686806 + functors 0.686806 - morphism 0.632394 + morphism 0.632394 - morphisms 0.610589 + morphisms 0.610589 -``` + ``` 4. **eigenvalue** + ``` + Word: eigenvalue Position in vocabulary: 1527 -``` -Word: eigenvalue Position in vocabulary: 1527 - - Word Cosine distance + Word Cosine distance ---------------------------------------------------------- + --------------------------------------------------------- - eigenvalues 0.903885 + eigenvalues 0.903885 - eigenvector 0.781512 + eigenvector 0.781512 - eigenvectors 0.774260 + eigenvectors 0.774260 - eigenfunction 0.751316 + eigenfunction 0.751316 - eigenfunctions 0.707166 + eigenfunctions 0.707166 - eigenspace 0.683321 + eigenspace 0.683321 - eigen 0.657366 + eigen 0.657366 - laplacian 0.649859 + laplacian 0.649859 - matrix 0.645466 + matrix 0.645466 - eigenmode 0.628024 + eigenmode 0.628024 - operator 0.620245 + operator 0.620245 - eigenmodes 0.610912 + eigenmodes 0.610912 - largest 0.607076 + largest 0.607076 - eigenstates 0.603603 + eigenstates 0.603603 -``` + ``` 5. **riemannian** + ``` + Word: riemannian Position in vocabulary: 2285 -``` -Word: riemannian Position in vocabulary: 2285 - - Word Cosine distance + Word Cosine distance ---------------------------------------------------------- + --------------------------------------------------------- - manifold 0.771125 + manifold 0.771125 - manifolds 0.770408 + manifolds 0.770408 - metric 0.709820 + metric 0.709820 - finsler 0.699053 + finsler 0.699053 - curvature 0.672640 + curvature 0.672640 - ricci 0.667813 + ricci 0.667813 - riemmanian 0.661929 + riemmanian 0.661929 - euclidean 0.645167 + euclidean 0.645167 - metrics 0.641648 + metrics 0.641648 - submanifold 0.638131 + submanifold 0.638131 - kahler 0.635828 + kahler 0.635828 - riemanian 0.626252 + riemanian 0.626252 - noncompact 0.623363 + noncompact 0.623363 - geodesic 0.620316 + geodesic 0.620316 - submanifolds 0.613058 + submanifolds 0.613058 - endowed 0.608804 + endowed 0.608804 - foliation 0.601818 + foliation 0.601818 -``` \ No newline at end of file + ``` \ No newline at end of file