From 87372697eeb1dc030ffbca98971f84f9abe01e2a Mon Sep 17 00:00:00 2001 From: Hellsegga Date: Mon, 12 Jun 2023 23:40:48 +0200 Subject: [PATCH 1/4] Sorting when converting set to tuple --- toponetx/classes/simplicial_complex.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/toponetx/classes/simplicial_complex.py b/toponetx/classes/simplicial_complex.py index c2353bb2..70f2acf5 100644 --- a/toponetx/classes/simplicial_complex.py +++ b/toponetx/classes/simplicial_complex.py @@ -198,7 +198,7 @@ def skeleton(self, rank): Set of simplices of dimension n. """ if rank < len(self._simplex_set.faces_dict) and rank >= 0: - return sorted(tuple(i) for i in self._simplex_set.faces_dict[rank].keys()) + return sorted(tuple(sorted(i)) for i in self._simplex_set.faces_dict[rank].keys()) if rank < 0: raise ValueError(f"input must be a postive integer, got {rank}") raise ValueError(f"input {rank} exceeds max dim") @@ -780,7 +780,7 @@ def incidence_matrix(self, rank, signed=True, weight=None, index=False): idx_simplices.append(idx_simplex) values.append((-1) ** i) face = frozenset(simplex).difference({left_out}) - idx_faces.append(simplex_dict_d_minus_1[tuple(face)]) + idx_faces.append(simplex_dict_d_minus_1[tuple(sorted(face))]) assert len(values) == (rank + 1) * len(simplex_dict_d) boundary = coo_matrix( (values, (idx_faces, idx_simplices)), From bd93e4ec9432a2a4d216ceb1aad331925ab82b41 Mon Sep 17 00:00:00 2001 From: Hellsegga Date: Tue, 27 Jun 2023 22:36:55 +0200 Subject: [PATCH 2/4] Addition of coauthorship dataset --- test/datasets/test_graph.py | 10 +++++- toponetx/datasets/150250_cochains.npy | Bin 0 -> 1151733 bytes toponetx/datasets/graph.py | 45 +++++++++++++++++++++++++- 3 files changed, 53 insertions(+), 2 deletions(-) create mode 100644 toponetx/datasets/150250_cochains.npy diff --git a/test/datasets/test_graph.py b/test/datasets/test_graph.py index 9f14e3d3..fdf3ce4f 100644 --- a/test/datasets/test_graph.py +++ b/test/datasets/test_graph.py @@ -1,7 +1,7 @@ """Test graph dataset.""" from toponetx import CellComplex, SimplicialComplex -from toponetx.datasets.graph import karate_club +from toponetx.datasets.graph import karate_club, coauthorship class TestGraph: @@ -24,3 +24,11 @@ def test_karate_club(self): assert len(cell_karate_club_data.get_cell_attributes("node_feat", rank=0)) != 0 assert len(cell_karate_club_data.get_cell_attributes("edge_feat", rank=1)) != 0 assert len(cell_karate_club_data.get_cell_attributes("cell_feat", rank=2)) != 0 + + def test_coauthorship(self): + """Test coauthorship.""" + simplicial_coauthorship_data = coauthorship() + + assert ( + len(simplicial_coauthorship_data.get_simplex_attributes("citations")) != 0 + ) diff --git a/toponetx/datasets/150250_cochains.npy b/toponetx/datasets/150250_cochains.npy new file mode 100644 index 0000000000000000000000000000000000000000..9654e052ec44294d54a57f74032b82c18b867ff4 GIT binary patch literal 1151733 zcmbr{dB9Co+xT(HJkMk%bLJt5QpW7tO%9rn%=2(=Lu8E1ghm>L0>)NhwC;8u{Dpe|5x@_TLh5tYP zFWt!dI`kgUtMB0Q9r`47D&K2B&;H%oB_*{RoUUzBrw)C3_v@cDphN$3@noS&*Slj_ z2mg9XoaCm#$N9y^$_{|8vQcB}>*mp5nPw^8b6b>))++rFhD*@l>&R z>T&Tjv3S~23CR=EkBO&q8|>JBa9?>``seNw-}I4qhJ<7Z$;ZVr#^RYuC4^fW8qeIM zNt587{2%{GsNFxFrTv69@vNnW#j};_(6(*+0o`QWz1y};*Ey-rE1i1x>m)576MLq1F!I6s^{yhZc+v2#2ZQd5QtDmBV)5ePT_u8)rBmx&C1deY;a#PJqY2zqCKi7v zp`Q++Y;ga^w5rO*;^jkCA=t5vyDG-wmBPC!2cxc}Q&lAvuNvM}EpcQSx#Qtjym~@f z-O?k8RU673HDd8c!#ipQRT?pwTCw?2I3MJ(PjRL=yvUtsgk#^TQJr0 zEdFA6SKDCu67G5_7H=2c)jp`Vle;>^;vK`gItA~4#a*3a@h%A&b@N?=La#IWZn1dx 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z1HV385@h&(1C;QS`VW!wQILZ@Ek%y{04n^j+xIiq=uf SimplicialComplex: + """Load the coauthorship network from [SNN20] as a simplicial complex. + The coauthorship network is a simplicial complex where a paper with k authors is represented by a (k-1)-simplex. + The added subsimplices of the (k-1)-simplex are interpreted as collaborations among subsets of authors. + An attribute named "citations" is added to each simplex, corresponding to the number of citations attributed to the given collaborations of k authors. + The coauthorship network is sampled from Semantic Scholar Open Research Corpus and pre-processed as in [SNN20]. + See [SNN20] for a more detailed description of the dataset. + + References + ---------- + [SNN20] Stefania Ebli, Michael Defferrard and Gard Spreemann. + Simplicial Neural Networks. + Topological Data Analysis and Beyond workshop at NeurIPS. + https://arxiv.org/abs/2010.03633 + https://github.com/stefaniaebli/simplicial_neural_networks + + Returns + ------- + A SimplicialComplex obtained from the coauthorship network in [SNN20]. + The simplicial complex comes with the following feature: + "citations": + - the number of citations attributed to the given collaborations of k authors. + + """ + cochains = np.load(DIR / "150250_cochains.npy", allow_pickle=True) + + simplices = [] + for dim in list(range(len(cochains)))[::-1]: + li = list(cochains[dim].keys()) + simplices += [list(l) for l in li] + + sc = SimplicialComplex(simplices) + + for i in range(len(cochains)): + dic = {tuple(sorted(list(k))): v for k, v in cochains[i].items()} + sc.set_simplex_attributes(dic, name="citations") + + return sc From 2d986a38280e234a7b41dae30de1ae69977db87d Mon Sep 17 00:00:00 2001 From: Hellsegga Date: Wed, 28 Jun 2023 10:18:47 +0200 Subject: [PATCH 3/4] Suggested fixes on PR --- test/datasets/test_graph.py | 2 +- toponetx/datasets/graph.py | 14 ++++++-------- 2 files changed, 7 insertions(+), 9 deletions(-) diff --git a/test/datasets/test_graph.py b/test/datasets/test_graph.py index fdf3ce4f..4dc329f5 100644 --- a/test/datasets/test_graph.py +++ b/test/datasets/test_graph.py @@ -1,7 +1,7 @@ """Test graph dataset.""" from toponetx import CellComplex, SimplicialComplex -from toponetx.datasets.graph import karate_club, coauthorship +from toponetx.datasets.graph import coauthorship, karate_club class TestGraph: diff --git a/toponetx/datasets/graph.py b/toponetx/datasets/graph.py index 7ba6be00..71641411 100644 --- a/toponetx/datasets/graph.py +++ b/toponetx/datasets/graph.py @@ -142,6 +142,7 @@ def karate_club( def coauthorship() -> SimplicialComplex: """Load the coauthorship network from [SNN20] as a simplicial complex. + The coauthorship network is a simplicial complex where a paper with k authors is represented by a (k-1)-simplex. The added subsimplices of the (k-1)-simplex are interpreted as collaborations among subsets of authors. An attribute named "citations" is added to each simplex, corresponding to the number of citations attributed to the given collaborations of k authors. @@ -158,23 +159,20 @@ def coauthorship() -> SimplicialComplex: Returns ------- - A SimplicialComplex obtained from the coauthorship network in [SNN20]. - The simplicial complex comes with the following feature: - "citations": - - the number of citations attributed to the given collaborations of k authors. + SimplicialComplex + The simplicial complex comes with the attribute "citations", the number of citations attributed to the given collaborations of k authors. """ cochains = np.load(DIR / "150250_cochains.npy", allow_pickle=True) simplices = [] - for dim in list(range(len(cochains)))[::-1]: - li = list(cochains[dim].keys()) - simplices += [list(l) for l in li] + for dim in range(len(cochains) - 1, -1, -1): + simplices += [list(el) for el in cochains[dim].keys()] sc = SimplicialComplex(simplices) for i in range(len(cochains)): - dic = {tuple(sorted(list(k))): v for k, v in cochains[i].items()} + dic = {tuple(sorted(k)): v for k, v in cochains[i].items()} sc.set_simplex_attributes(dic, name="citations") return sc From 2beee708e16e80105b52b8ffc4dd6dfea652dfd4 Mon Sep 17 00:00:00 2001 From: Hellsegga Date: Sat, 8 Jul 2023 12:09:10 +0200 Subject: [PATCH 4/4] Changed names and completed description of dataset --- .../{150250_cochains.npy => coauthorship.npy} | Bin toponetx/datasets/graph.py | 18 +++++++++--------- 2 files changed, 9 insertions(+), 9 deletions(-) rename toponetx/datasets/{150250_cochains.npy => coauthorship.npy} (100%) diff --git a/toponetx/datasets/150250_cochains.npy b/toponetx/datasets/coauthorship.npy similarity index 100% rename from toponetx/datasets/150250_cochains.npy rename to toponetx/datasets/coauthorship.npy diff --git a/toponetx/datasets/graph.py b/toponetx/datasets/graph.py index 04a87e7b..05cd3432 100644 --- a/toponetx/datasets/graph.py +++ b/toponetx/datasets/graph.py @@ -144,10 +144,10 @@ def coauthorship() -> SimplicialComplex: """Load the coauthorship network from [SNN20] as a simplicial complex. The coauthorship network is a simplicial complex where a paper with k authors is represented by a (k-1)-simplex. - The added subsimplices of the (k-1)-simplex are interpreted as collaborations among subsets of authors. - An attribute named "citations" is added to each simplex, corresponding to the number of citations attributed to the given collaborations of k authors. - The coauthorship network is sampled from Semantic Scholar Open Research Corpus and pre-processed as in [SNN20]. - See [SNN20] for a more detailed description of the dataset. + The dataset is pre-processed as in [SNN20]. From the Semantic Scholar Open Research Corpus 80 papers with number of citations between 5 and 10 were sampled. + The papers constitute simplices in the complex, which is completed with subsimplices (seen as collaborations between subsets of authors) to form a simplicial complex. + An attribute named "citations" is added to each simplex, corresponding to the sum of citations of all papers on which the authors represented by the simplex collaborated. + The resulting simplicial complex is of dimension 10 and contains 24552 simplices in total. See [SNN20] for a more detailed description of the dataset. References ---------- @@ -163,16 +163,16 @@ def coauthorship() -> SimplicialComplex: The simplicial complex comes with the attribute "citations", the number of citations attributed to the given collaborations of k authors. """ - cochains = np.load(DIR / "150250_cochains.npy", allow_pickle=True) + coauthorship = np.load(DIR / "coauthorship.npy", allow_pickle=True) simplices = [] - for dim in range(len(cochains) - 1, -1, -1): - simplices += [list(el) for el in cochains[dim].keys()] + for dim in range(len(coauthorship) - 1, -1, -1): + simplices += [list(el) for el in coauthorship[dim].keys()] sc = SimplicialComplex(simplices) - for i in range(len(cochains)): - dic = {tuple(sorted(k)): v for k, v in cochains[i].items()} + for i in range(len(coauthorship)): + dic = {tuple(sorted(k)): v for k, v in coauthorship[i].items()} sc.set_simplex_attributes(dic, name="citations") return sc