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nmslib/similarity_search/include/factory/init_spaces.h
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| /** | |
| * Non-metric Space Library | |
| * | |
| * Main developers: Bilegsaikhan Naidan, Leonid Boytsov, Yury Malkov, Ben Frederickson, David Novak | |
| * | |
| * For the complete list of contributors and further details see: | |
| * https://github.com/searchivarius/NonMetricSpaceLib | |
| * | |
| * Copyright (c) 2013-2018 | |
| * | |
| * This code is released under the | |
| * Apache License Version 2.0 http://www.apache.org/licenses/. | |
| * | |
| */ | |
| #ifndef INIT_SPACES_H | |
| #define INIT_SPACES_H | |
| #include "spacefactory.h" | |
| #include "factory/space/space_edist.h" | |
| #include "factory/space/space_bit_hamming.h" | |
| #include "factory/space/space_bit_jaccard.h" | |
| #include "factory/space/space_bregman.h" | |
| #include "factory/space/space_dummy.h" | |
| #include "factory/space/space_js.h" | |
| #include "factory/space/space_lp.h" | |
| #include "factory/space/space_scalar.h" | |
| #include "factory/space/space_sparse_lp.h" | |
| #include "factory/space/space_sparse_scalar.h" | |
| #include "factory/space/space_word_embed.h" | |
| #include "factory/space/space_ab_diverg.h" | |
| #include "factory/space/space_renyi_diverg.h" | |
| #include "factory/space/space_sparse_jaccard.h" | |
| #if defined(WITH_EXTRAS) | |
| #include "factory/space/space_sqfd.h" | |
| #endif | |
| namespace similarity { | |
| inline void initSpaces() { | |
| // Registering a dummy space | |
| REGISTER_SPACE_CREATOR(int, SPACE_DUMMY, CreateDummy) | |
| REGISTER_SPACE_CREATOR(float, SPACE_DUMMY, CreateDummy) | |
| REGISTER_SPACE_CREATOR(double, SPACE_DUMMY, CreateDummy) | |
| // Registering binary/bit Hamming/Jaccard | |
| SpaceFactoryRegistry<int>::CreateFuncPtr bit_hamming_func_ptr = CreateBitHamming<int,uint32_t>; | |
| REGISTER_SPACE_CREATOR(int, SPACE_BIT_HAMMING, bit_hamming_func_ptr ) | |
| SpaceFactoryRegistry<float>::CreateFuncPtr bit_jaccard_func_ptr = CreateBitJaccard<float,uint32_t>; | |
| REGISTER_SPACE_CREATOR(float, SPACE_BIT_JACCARD, bit_jaccard_func_ptr ) | |
| // Registering the Levensthein-distance: regular and normalized | |
| REGISTER_SPACE_CREATOR(int, SPACE_LEVENSHTEIN, CreateLevenshtein) | |
| REGISTER_SPACE_CREATOR(float, SPACE_LEVENSHTEIN_NORM, CreateLevenshteinNormalized) | |
| // Registering Bregman divergences | |
| REGISTER_SPACE_CREATOR(float, SPACE_KLDIV_FAST, CreateKLDivFast) | |
| REGISTER_SPACE_CREATOR(double, SPACE_KLDIV_FAST, CreateKLDivFast) | |
| REGISTER_SPACE_CREATOR(float, SPACE_KLDIV_FAST_RIGHT_QUERY, CreateKLDivFastRightQuery) | |
| REGISTER_SPACE_CREATOR(double, SPACE_KLDIV_FAST_RIGHT_QUERY, CreateKLDivFastRightQuery) | |
| REGISTER_SPACE_CREATOR(float, SPACE_KLDIVGEN_FAST, CreateKLDivGenFast) | |
| REGISTER_SPACE_CREATOR(double, SPACE_KLDIVGEN_FAST, CreateKLDivGenFast) | |
| REGISTER_SPACE_CREATOR(float, SPACE_KLDIVGEN_SLOW, CreateKLDivGenSlow) | |
| REGISTER_SPACE_CREATOR(double, SPACE_KLDIVGEN_SLOW, CreateKLDivGenSlow) | |
| REGISTER_SPACE_CREATOR(float, SPACE_KLDIVGEN_FAST_RIGHT_QUERY, CreateKLDivGenFastRightQuery) | |
| REGISTER_SPACE_CREATOR(double, SPACE_KLDIVGEN_FAST_RIGHT_QUERY, CreateKLDivGenFastRightQuery) | |
| REGISTER_SPACE_CREATOR(float, SPACE_ITAKURASAITO_FAST, CreateItakuraSaitoFast) | |
| REGISTER_SPACE_CREATOR(double, SPACE_ITAKURASAITO_FAST, CreateItakuraSaitoFast) | |
| // Jensen-Shannon functions and their derivatives | |
| REGISTER_SPACE_CREATOR(float, SPACE_JS_DIV_SLOW, CreateJSDivSlow) | |
| REGISTER_SPACE_CREATOR(double, SPACE_JS_DIV_SLOW, CreateJSDivSlow) | |
| REGISTER_SPACE_CREATOR(float, SPACE_JS_DIV_FAST, CreateJSDivFastPrecomp) | |
| REGISTER_SPACE_CREATOR(double, SPACE_JS_DIV_FAST, CreateJSDivFastPrecomp) | |
| REGISTER_SPACE_CREATOR(float, SPACE_JS_DIV_FAST_APPROX, CreateJSDivFastPrecompApprox) | |
| REGISTER_SPACE_CREATOR(double, SPACE_JS_DIV_FAST_APPROX, CreateJSDivFastPrecompApprox) | |
| REGISTER_SPACE_CREATOR(float, SPACE_JS_METR_SLOW, CreateJSMetricSlow) | |
| REGISTER_SPACE_CREATOR(double, SPACE_JS_METR_SLOW, CreateJSMetricSlow) | |
| REGISTER_SPACE_CREATOR(float, SPACE_JS_METR_FAST, CreateJSMetricFastPrecomp) | |
| REGISTER_SPACE_CREATOR(double, SPACE_JS_METR_FAST, CreateJSMetricFastPrecomp) | |
| REGISTER_SPACE_CREATOR(float, SPACE_JS_METR_FAST_APPROX, CreateJSMetricFastPrecompApprox) | |
| REGISTER_SPACE_CREATOR(double, SPACE_JS_METR_FAST_APPROX, CreateJSMetricFastPrecompApprox) | |
| // Word embeddings | |
| REGISTER_SPACE_CREATOR(float, SPACE_WORD_EMBED, CreateWordEmbed) | |
| REGISTER_SPACE_CREATOR(double, SPACE_WORD_EMBED, CreateWordEmbed) | |
| // LP spaces | |
| REGISTER_SPACE_CREATOR(float, SPACE_L, CreateL) | |
| REGISTER_SPACE_CREATOR(double, SPACE_L, CreateL) | |
| REGISTER_SPACE_CREATOR(float, SPACE_LINF, CreateLINF) | |
| REGISTER_SPACE_CREATOR(double, SPACE_LINF, CreateLINF) | |
| REGISTER_SPACE_CREATOR(float, SPACE_L1, CreateL1) | |
| REGISTER_SPACE_CREATOR(double, SPACE_L1, CreateL1) | |
| REGISTER_SPACE_CREATOR(float, SPACE_L2, CreateL2) | |
| REGISTER_SPACE_CREATOR(double, SPACE_L2, CreateL2) | |
| // Scalar product and related distances | |
| // Dense | |
| REGISTER_SPACE_CREATOR(float, SPACE_COSINE_SIMILARITY, CreateCosineSimilarity) | |
| REGISTER_SPACE_CREATOR(double, SPACE_COSINE_SIMILARITY, CreateCosineSimilarity) | |
| REGISTER_SPACE_CREATOR(float, SPACE_ANGULAR_DISTANCE, CreateAngularDistance) | |
| REGISTER_SPACE_CREATOR(double, SPACE_ANGULAR_DISTANCE, CreateAngularDistance) | |
| REGISTER_SPACE_CREATOR(float, SPACE_NEGATIVE_SCALAR, CreateNegativeScalarProduct) | |
| REGISTER_SPACE_CREATOR(double, SPACE_NEGATIVE_SCALAR, CreateNegativeScalarProduct) | |
| // Sparse | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_L, CreateSparseL) | |
| REGISTER_SPACE_CREATOR(double, SPACE_SPARSE_L, CreateSparseL) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_LINF, CreateSparseLINF) | |
| REGISTER_SPACE_CREATOR(double, SPACE_SPARSE_LINF, CreateSparseLINF) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_L1, CreateSparseL1) | |
| REGISTER_SPACE_CREATOR(double, SPACE_SPARSE_L1, CreateSparseL1) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_L2, CreateSparseL2) | |
| REGISTER_SPACE_CREATOR(double, SPACE_SPARSE_L2, CreateSparseL2) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_COSINE_SIMILARITY, CreateSparseCosineSimilarity) | |
| REGISTER_SPACE_CREATOR(double, SPACE_SPARSE_COSINE_SIMILARITY, CreateSparseCosineSimilarity) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_ANGULAR_DISTANCE, CreateSparseAngularDistance) | |
| REGISTER_SPACE_CREATOR(double, SPACE_SPARSE_ANGULAR_DISTANCE, CreateSparseAngularDistance) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_NEGATIVE_SCALAR, CreateSparseNegativeScalarProduct) | |
| REGISTER_SPACE_CREATOR(double, SPACE_SPARSE_QUERY_NORM_NEGATIVE_SCALAR, CreateSparseQueryNormNegativeScalarProduct) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_COSINE_SIMILARITY_FAST, CreateSparseCosineSimilarityFast) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_ANGULAR_DISTANCE_FAST, CreateSparseAngularDistanceFast) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_NEGATIVE_SCALAR_FAST, CreateSparseNegativeScalarProductFast) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_QUERY_NORM_NEGATIVE_SCALAR_FAST, CreateSparseQueryNormNegativeScalarProductFast) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SPARSE_JACCARD, CreateSpaceSparseJaccard) | |
| REGISTER_SPACE_CREATOR(double, SPACE_SPARSE_JACCARD, CreateSpaceSparseJaccard) | |
| #if defined(WITH_EXTRAS) | |
| // Signature Quadratic Form Distance | |
| REGISTER_SPACE_CREATOR(float, SPACE_SQFD_HEURISTIC_FUNC, CreateSqfdHeuristicFunc) | |
| REGISTER_SPACE_CREATOR(double, SPACE_SQFD_HEURISTIC_FUNC, CreateSqfdHeuristicFunc) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SQFD_MINUS_FUNC, CreateSqfdMinusFunc) | |
| REGISTER_SPACE_CREATOR(double, SPACE_SQFD_MINUS_FUNC, CreateSqfdMinusFunc) | |
| REGISTER_SPACE_CREATOR(float, SPACE_SQFD_GAUSSIAN_FUNC, CreateSqfdGaussianFunc) | |
| REGISTER_SPACE_CREATOR(double, SPACE_SQFD_GAUSSIAN_FUNC, CreateSqfdGaussianFunc) | |
| #endif | |
| REGISTER_SPACE_CREATOR(float, SPACE_AB_DIVERG_SLOW, CreateAlphaBetaDivergSlow) | |
| REGISTER_SPACE_CREATOR(double, SPACE_AB_DIVERG_SLOW, CreateAlphaBetaDivergSlow) | |
| REGISTER_SPACE_CREATOR(float, SPACE_AB_DIVERG_FAST, CreateAlphaBetaDivergFast) | |
| REGISTER_SPACE_CREATOR(double, SPACE_AB_DIVERG_FAST, CreateAlphaBetaDivergFast) | |
| REGISTER_SPACE_CREATOR(float, SPACE_RENYI_DIVERG_SLOW, CreateRenyiDivergSlow) | |
| REGISTER_SPACE_CREATOR(double, SPACE_RENYI_DIVERG_SLOW, CreateRenyiDivergSlow) | |
| REGISTER_SPACE_CREATOR(float, SPACE_RENYI_DIVERG_FAST, CreateRenyiDivergFast) | |
| REGISTER_SPACE_CREATOR(double, SPACE_RENYI_DIVERG_FAST, CreateRenyiDivergFast) | |
| REGISTER_SPACE_CREATOR(int, SPACE_L2SQR_SIFT, CreateL2SqrSIFT) | |
| } | |
| } | |
| #endif |