diff --git a/.DS_Store b/.DS_Store index 32a66af..932f98b 100644 Binary files a/.DS_Store and b/.DS_Store differ diff --git a/Tutorial.ipynb b/Tutorial.ipynb index 5241476..158e81d 100644 --- a/Tutorial.ipynb +++ b/Tutorial.ipynb @@ -127,7 +127,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -264,6 +264,7 @@ "drne\n", "node2vec\n", "degree\n", + "gae\n", "role2vec\n", "line\n", "degree1\n", @@ -384,9 +385,9 @@ "output_type": "stream", "text": [ "max degree: 80\n", - "got k hop neighbors in time: 0.041130781173706055\n", - "got degree sequences in time: 0.012970924377441406\n", - "computed representation in time: 0.00899505615234375\n" + "got k hop neighbors in time: 0.061563968658447266\n", + "got degree sequences in time: 0.020946979522705078\n", + "computed representation in time: 0.023149967193603516\n" ] } ], @@ -578,26 +579,26 @@ { "data": { "text/plain": [ - "{'overall': {'accuracy': {'mean': 0.6949, 'std': 0.0676},\n", - " 'f1_macro': {'mean': 0.6749, 'std': 0.0669},\n", - " 'f1_micro': {'mean': 0.6949, 'std': 0.0676},\n", - " 'auc_micro': {'mean': 0.8998, 'std': 0.0458},\n", - " 'auc_macro': {'mean': 0.9096, 'std': 0.0449}},\n", + "{'overall': {'accuracy': {'mean': 0.7026, 'std': 0.0771},\n", + " 'f1_macro': {'mean': 0.6841, 'std': 0.0785},\n", + " 'f1_micro': {'mean': 0.7026, 'std': 0.0771},\n", + " 'auc_micro': {'mean': 0.9007, 'std': 0.046},\n", + " 'auc_macro': {'mean': 0.9098, 'std': 0.0451}},\n", " 'detailed': {0: {'accuracy': 0.6667,\n", " 'f1_macro': 0.6293,\n", " 'f1_micro': 0.6667,\n", - " 'auc_micro': 0.8944,\n", - " 'auc_macro': 0.8958},\n", + " 'auc_micro': 0.8967,\n", + " 'auc_macro': 0.901},\n", " 1: {'accuracy': 0.5769,\n", " 'f1_macro': 0.5673,\n", " 'f1_micro': 0.5769,\n", - " 'auc_micro': 0.821,\n", - " 'auc_macro': 0.8355},\n", - " 2: {'accuracy': 0.7692,\n", - " 'f1_macro': 0.7478,\n", - " 'f1_micro': 0.7692,\n", - " 'auc_micro': 0.9576,\n", - " 'auc_macro': 0.9641},\n", + " 'auc_micro': 0.822,\n", + " 'auc_macro': 0.8336},\n", + " 2: {'accuracy': 0.8077,\n", + " 'f1_macro': 0.7939,\n", + " 'f1_micro': 0.8077,\n", + " 'auc_micro': 0.9596,\n", + " 'auc_macro': 0.9634},\n", " 3: {'accuracy': 0.7308,\n", " 'f1_macro': 0.7049,\n", " 'f1_micro': 0.7308,\n", @@ -606,8 +607,8 @@ " 4: {'accuracy': 0.7308,\n", " 'f1_macro': 0.725,\n", " 'f1_micro': 0.7308,\n", - " 'auc_micro': 0.896,\n", - " 'auc_macro': 0.9056}}}" + " 'auc_micro': 0.895,\n", + " 'auc_macro': 0.904}}}" ] }, "execution_count": 21, @@ -689,44 +690,44 @@ " \n", " 0\n", " xnetmf\n", - " 0.6949\n", - " 0.0676\n", - " 0.6749\n", - " 0.0669\n", - " 0.6949\n", - " 0.0676\n", - " 0.8998\n", - " 0.0458\n", - " 0.9096\n", - " 0.0449\n", + " 0.7026\n", + " 0.0771\n", + " 0.6841\n", + " 0.0785\n", + " 0.7026\n", + " 0.0771\n", + " 0.9007\n", + " 0.0460\n", + " 0.9098\n", + " 0.0451\n", " \n", " \n", " 1\n", " struc2vec\n", - " 0.7863\n", - " 0.0751\n", - " 0.7752\n", - " 0.0740\n", - " 0.7863\n", - " 0.0751\n", - " 0.9271\n", - " 0.0314\n", - " 0.9374\n", - " 0.0272\n", + " 0.8168\n", + " 0.0661\n", + " 0.8166\n", + " 0.0612\n", + " 0.8168\n", + " 0.0661\n", + " 0.9212\n", + " 0.0341\n", + " 0.9256\n", + " 0.0358\n", " \n", " \n", " 2\n", " node2vec\n", - " 0.4347\n", - " 0.0840\n", - " 0.4030\n", - " 0.0753\n", - " 0.4347\n", - " 0.0840\n", - " 0.6382\n", - " 0.0372\n", - " 0.6258\n", - " 0.0312\n", + " 0.4271\n", + " 0.0755\n", + " 0.3991\n", + " 0.0732\n", + " 0.4271\n", + " 0.0755\n", + " 0.6484\n", + " 0.0250\n", + " 0.6338\n", + " 0.0327\n", " \n", " \n", "\n", @@ -734,19 +735,19 @@ ], "text/plain": [ " methods accuracy_mean accuracy_std f1_macro_mean f1_macro_std \\\n", - "0 xnetmf 0.6949 0.0676 0.6749 0.0669 \n", - "1 struc2vec 0.7863 0.0751 0.7752 0.0740 \n", - "2 node2vec 0.4347 0.0840 0.4030 0.0753 \n", + "0 xnetmf 0.7026 0.0771 0.6841 0.0785 \n", + "1 struc2vec 0.8168 0.0661 0.8166 0.0612 \n", + "2 node2vec 0.4271 0.0755 0.3991 0.0732 \n", "\n", " f1_micro_mean f1_micro_std auc_micro_mean auc_micro_std auc_macro_mean \\\n", - "0 0.6949 0.0676 0.8998 0.0458 0.9096 \n", - "1 0.7863 0.0751 0.9271 0.0314 0.9374 \n", - "2 0.4347 0.0840 0.6382 0.0372 0.6258 \n", + "0 0.7026 0.0771 0.9007 0.0460 0.9098 \n", + "1 0.8168 0.0661 0.9212 0.0341 0.9256 \n", + "2 0.4271 0.0755 0.6484 0.0250 0.6338 \n", "\n", " auc_macro_std \n", - "0 0.0449 \n", - "1 0.0272 \n", - "2 0.0312 " + "0 0.0451 \n", + "1 0.0358 \n", + "2 0.0327 " ] }, "execution_count": 24, @@ -783,7 +784,7 @@ "outputs": [ { "data": { - "image/png": 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\n", "text/plain": [ "
" ] @@ -831,7 +832,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/sklearn/metrics/cluster/supervised.py:859: FutureWarning: The behavior of NMI will change in version 0.22. To match the behavior of 'v_measure_score', NMI will use average_method='arithmetic' by default.\n", + "/Users/mark/GoogleDrive/UM/S4/GEMS/Git/SEMB_env/lib/python3.6/site-packages/sklearn/metrics/cluster/supervised.py:859: FutureWarning: The behavior of NMI will change in version 0.22. To match the behavior of 'v_measure_score', NMI will use average_method='arithmetic' by default.\n", " FutureWarning)\n" ] } @@ -849,7 +850,7 @@ { "data": { "text/plain": [ - "{'overall': {'purity': 0.48091603053435117, 'nmi': 0.26573864312927054}}" + "{'overall': {'purity': 0.4732824427480916, 'nmi': 0.29277522884736923}}" ] }, "execution_count": 28, @@ -870,7 +871,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/sklearn/metrics/cluster/supervised.py:859: FutureWarning: The behavior of NMI will change in version 0.22. To match the behavior of 'v_measure_score', NMI will use average_method='arithmetic' by default.\n", + "/Users/mark/GoogleDrive/UM/S4/GEMS/Git/SEMB_env/lib/python3.6/site-packages/sklearn/metrics/cluster/supervised.py:859: FutureWarning: The behavior of NMI will change in version 0.22. To match the behavior of 'v_measure_score', NMI will use average_method='arithmetic' by default.\n", " FutureWarning)\n" ] } @@ -889,7 +890,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/Library/Frameworks/Python.framework/Versions/3.6/lib/python3.6/site-packages/sklearn/metrics/cluster/supervised.py:859: FutureWarning: The behavior of NMI will change in version 0.22. To match the behavior of 'v_measure_score', NMI will use average_method='arithmetic' by default.\n", + "/Users/mark/GoogleDrive/UM/S4/GEMS/Git/SEMB_env/lib/python3.6/site-packages/sklearn/metrics/cluster/supervised.py:859: FutureWarning: The behavior of NMI will change in version 0.22. To match the behavior of 'v_measure_score', NMI will use average_method='arithmetic' by default.\n", " FutureWarning)\n" ] } @@ -941,20 +942,20 @@ " \n", " 0\n", " xnetmf\n", - " 0.480916\n", - " 0.265739\n", + " 0.473282\n", + " 0.292775\n", " \n", " \n", " 1\n", " struc2vec\n", - " 0.656489\n", - " 0.458403\n", + " 0.679389\n", + " 0.495486\n", " \n", " \n", " 2\n", " node2vec\n", - " 0.343511\n", - " 0.060804\n", + " 0.335878\n", + " 0.075801\n", " \n", " \n", "\n", @@ -962,9 +963,9 @@ ], "text/plain": [ " methods purity nmi\n", - "0 xnetmf 0.480916 0.265739\n", - "1 struc2vec 0.656489 0.458403\n", - "2 node2vec 0.343511 0.060804" + "0 xnetmf 0.473282 0.292775\n", + "1 struc2vec 0.679389 0.495486\n", + "2 node2vec 0.335878 0.075801" ] }, "execution_count": 31, @@ -992,7 +993,7 @@ "outputs": [ { "data": { - "image/png": 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"text/plain": [ "
" ] @@ -1032,7 +1033,7 @@ { "data": { "text/plain": [ - "0.9412555521743982" + "0.9411434204626116" ] }, "execution_count": 34, @@ -1055,7 +1056,7 @@ { "data": { "text/plain": [ - "0.3768488827461426" + "0.39624927055697595" ] }, "execution_count": 35, @@ -1078,7 +1079,7 @@ { "data": { "text/plain": [ - "0.874282478463245" + "0.877219211430064" ] }, "execution_count": 36, @@ -1096,9 +1097,9 @@ ], "metadata": { "kernelspec": { - "display_name": "SEMB", + "display_name": "SEMB_env", "language": "python", - "name": "semb" + "name": "semb_env" }, "language_info": { "codemirror_mode": { diff --git a/semb/methods/gae/LICENCE b/semb/methods/gae/LICENCE new file mode 100644 index 0000000..cde584a --- /dev/null +++ b/semb/methods/gae/LICENCE @@ -0,0 +1,21 @@ +The MIT License + +Copyright (c) 2017 Thomas Kipf + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in +all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN +THE SOFTWARE. \ No newline at end of file diff --git a/semb/methods/gae/README.md b/semb/methods/gae/README.md new file mode 100644 index 0000000..4f427f0 --- /dev/null +++ b/semb/methods/gae/README.md @@ -0,0 +1,81 @@ +Graph Auto-Encoders +============ + +This is a TensorFlow implementation of the (Variational) Graph Auto-Encoder model as described in our paper: + +T. N. Kipf, M. Welling, [Variational Graph Auto-Encoders](https://arxiv.org/abs/1611.07308), NIPS Workshop on Bayesian Deep Learning (2016) + +Graph Auto-Encoders (GAEs) are end-to-end trainable neural network models for unsupervised learning, clustering and link prediction on graphs. + +![(Variational) Graph Auto-Encoder](figure.png) + +GAEs have successfully been used for: +* Link prediction in large-scale relational data: M. Schlichtkrull & T. N. Kipf et al., [Modeling Relational Data with Graph Convolutional Networks](https://arxiv.org/abs/1703.06103) (2017), +* Matrix completion / recommendation with side information: R. Berg et al., [Graph Convolutional Matrix Completion](https://arxiv.org/abs/1706.02263) (2017). + + +GAEs are based on Graph Convolutional Networks (GCNs), a recent class of models for end-to-end (semi-)supervised learning on graphs: + +T. N. Kipf, M. Welling, [Semi-Supervised Classification with Graph Convolutional Networks](https://arxiv.org/abs/1609.02907), ICLR (2017). + +A high-level introduction is given in our blog post: + +Thomas Kipf, [Graph Convolutional Networks](http://tkipf.github.io/graph-convolutional-networks/) (2016) + + + +## Installation + +```bash +python setup.py install +``` + +## Requirements +* TensorFlow (1.0 or later) +* python 2.7 +* networkx +* scikit-learn +* scipy + +## Run the demo + +```bash +python train.py +``` + +## Data + +In order to use your own data, you have to provide +* an N by N adjacency matrix (N is the number of nodes), and +* an N by D feature matrix (D is the number of features per node) -- optional + +Have a look at the `load_data()` function in `input_data.py` for an example. + +In this example, we load citation network data (Cora, Citeseer or Pubmed). The original datasets can be found here: http://linqs.cs.umd.edu/projects/projects/lbc/ and here (in a different format): https://github.com/kimiyoung/planetoid + +You can specify a dataset as follows: + +```bash +python train.py --dataset citeseer +``` + +(or by editing `train.py`) + +## Models + +You can choose between the following models: +* `gcn_ae`: Graph Auto-Encoder (with GCN encoder) +* `gcn_vae`: Variational Graph Auto-Encoder (with GCN encoder) + +## Cite + +Please cite our paper if you use this code in your own work: + +``` +@article{kipf2016variational, + title={Variational Graph Auto-Encoders}, + author={Kipf, Thomas N and Welling, Max}, + journal={NIPS Workshop on Bayesian Deep Learning}, + year={2016} +} +``` diff --git a/semb/methods/gae/figure.png b/semb/methods/gae/figure.png new file mode 100644 index 0000000..c5ca450 Binary files /dev/null and b/semb/methods/gae/figure.png differ diff --git a/semb/methods/gae/gae/.train.py.swp b/semb/methods/gae/gae/.train.py.swp 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tensorflow as tf +import numpy as np + +def weight_variable_glorot(input_dim, output_dim, name=""): + """Create a weight variable with Glorot & Bengio (AISTATS 2010) + initialization. + """ + init_range = np.sqrt(6.0 / (input_dim + output_dim)) + initial = tf.random_uniform([input_dim, output_dim], minval=-init_range, + maxval=init_range, dtype=tf.float32) + return tf.Variable(initial, name=name) diff --git a/semb/methods/gae/gae/input_data.py b/semb/methods/gae/gae/input_data.py new file mode 100644 index 0000000..a7dd580 --- /dev/null +++ b/semb/methods/gae/gae/input_data.py @@ -0,0 +1,41 @@ +import numpy as np +import sys +import pickle as pkl +import networkx as nx +import scipy.sparse as sp + + +def parse_index_file(filename): + index = [] + for line in open(filename): + index.append(int(line.strip())) + return index + + +def load_data(dataset): + # load the data: x, tx, allx, graph + names = ['x', 'tx', 'allx', 'graph'] + objects = [] + for i in range(len(names)): + with open("data/ind.{}.{}".format(dataset, names[i]), 'rb') as f: + if sys.version_info > (3, 0): + objects.append(pkl.load(f, encoding='latin1')) + else: + objects.append(pkl.load(f)) + x, tx, allx, graph = tuple(objects) + test_idx_reorder = parse_index_file("data/ind.{}.test.index".format(dataset)) + test_idx_range = np.sort(test_idx_reorder) + + if dataset == 'citeseer': + # Fix citeseer dataset (there are some isolated nodes in the graph) + # Find isolated nodes, add them as zero-vecs into the right position + test_idx_range_full = range(min(test_idx_reorder), max(test_idx_reorder)+1) + tx_extended = sp.lil_matrix((len(test_idx_range_full), x.shape[1])) + tx_extended[test_idx_range-min(test_idx_range), :] = tx + tx = tx_extended + + features = sp.vstack((allx, tx)).tolil() + features[test_idx_reorder, :] = features[test_idx_range, :] + adj = nx.adjacency_matrix(nx.from_dict_of_lists(graph)) + + return adj, features diff --git a/semb/methods/gae/gae/layers.py b/semb/methods/gae/gae/layers.py new file mode 100644 index 0000000..6ba1710 --- /dev/null +++ b/semb/methods/gae/gae/layers.py @@ -0,0 +1,120 @@ +from .initializations import * +import tensorflow as tf + +flags = tf.app.flags +FLAGS = flags.FLAGS + +# global unique layer ID dictionary for layer name assignment +_LAYER_UIDS = {} + + +def get_layer_uid(layer_name=''): + """Helper function, assigns unique layer IDs + """ + if layer_name not in _LAYER_UIDS: + _LAYER_UIDS[layer_name] = 1 + return 1 + else: + _LAYER_UIDS[layer_name] += 1 + return _LAYER_UIDS[layer_name] + + +def dropout_sparse(x, keep_prob, num_nonzero_elems): + """Dropout for sparse tensors. Currently fails for very large sparse tensors (>1M elements) + """ + noise_shape = [num_nonzero_elems] + random_tensor = keep_prob + random_tensor += tf.random_uniform(noise_shape) + dropout_mask = tf.cast(tf.floor(random_tensor), dtype=tf.bool) + pre_out = tf.sparse_retain(x, dropout_mask) + return pre_out * (1./keep_prob) + + +class Layer(object): + """Base layer class. Defines basic API for all layer objects. + + # Properties + name: String, defines the variable scope of the layer. + + # Methods + _call(inputs): Defines computation graph of layer + (i.e. takes input, returns output) + __call__(inputs): Wrapper for _call() + """ + def __init__(self, **kwargs): + allowed_kwargs = {'name', 'logging'} + for kwarg in kwargs.keys(): + assert kwarg in allowed_kwargs, 'Invalid keyword argument: ' + kwarg + name = kwargs.get('name') + if not name: + layer = self.__class__.__name__.lower() + name = layer + '_' + str(get_layer_uid(layer)) + self.name = name + self.vars = {} + logging = kwargs.get('logging', False) + self.logging = logging + self.issparse = False + + def _call(self, inputs): + return inputs + + def __call__(self, inputs): + with tf.name_scope(self.name): + outputs = self._call(inputs) + return outputs + + +class GraphConvolution(Layer): + """Basic graph convolution layer for undirected graph without edge labels.""" + def __init__(self, input_dim, output_dim, adj, dropout=0., act=tf.nn.relu, **kwargs): + super(GraphConvolution, self).__init__(**kwargs) + with tf.variable_scope(self.name + '_vars'): + self.vars['weights'] = weight_variable_glorot(input_dim, output_dim, name="weights") + self.dropout = dropout + self.adj = adj + self.act = act + + def _call(self, inputs): + x = inputs + x = tf.nn.dropout(x, 1-self.dropout) + x = tf.matmul(x, self.vars['weights']) + x = tf.sparse_tensor_dense_matmul(self.adj, x) + outputs = self.act(x) + return outputs + + +class GraphConvolutionSparse(Layer): + """Graph convolution layer for sparse inputs.""" + def __init__(self, input_dim, output_dim, adj, features_nonzero, dropout=0., act=tf.nn.relu, **kwargs): + super(GraphConvolutionSparse, self).__init__(**kwargs) + with tf.variable_scope(self.name + '_vars'): + self.vars['weights'] = weight_variable_glorot(input_dim, output_dim, name="weights") + self.dropout = dropout + self.adj = adj + self.act = act + self.issparse = True + self.features_nonzero = features_nonzero + + def _call(self, inputs): + x = inputs + x = dropout_sparse(x, 1-self.dropout, self.features_nonzero) + x = tf.sparse_tensor_dense_matmul(x, self.vars['weights']) + x = tf.sparse_tensor_dense_matmul(self.adj, x) + outputs = self.act(x) + return outputs + + +class InnerProductDecoder(Layer): + """Decoder model layer for link prediction.""" + def __init__(self, input_dim, dropout=0., act=tf.nn.sigmoid, **kwargs): + super(InnerProductDecoder, self).__init__(**kwargs) + self.dropout = dropout + self.act = act + + def _call(self, inputs): + inputs = tf.nn.dropout(inputs, 1-self.dropout) + x = tf.transpose(inputs) + x = tf.matmul(inputs, x) + x = tf.reshape(x, [-1]) + outputs = self.act(x) + return outputs diff --git a/semb/methods/gae/gae/model.py b/semb/methods/gae/gae/model.py new file mode 100644 index 0000000..50e6ef3 --- /dev/null +++ b/semb/methods/gae/gae/model.py @@ -0,0 +1,116 @@ +from .layers import GraphConvolution, GraphConvolutionSparse, InnerProductDecoder +import tensorflow as tf + +flags = tf.app.flags +FLAGS = flags.FLAGS + + +class Model(object): + def __init__(self, **kwargs): + allowed_kwargs = {'name', 'logging'} + for kwarg in kwargs.keys(): + assert kwarg in allowed_kwargs, 'Invalid keyword argument: ' + kwarg + + for kwarg in kwargs.keys(): + assert kwarg in allowed_kwargs, 'Invalid keyword argument: ' + kwarg + name = kwargs.get('name') + if not name: + name = self.__class__.__name__.lower() + self.name = name + + logging = kwargs.get('logging', False) + self.logging = logging + + self.vars = {} + + def _build(self): + raise NotImplementedError + + def build(self): + """ Wrapper for _build() """ + with tf.variable_scope(self.name): + self._build() + variables = tf.get_collection(tf.GraphKeys.GLOBAL_VARIABLES, scope=self.name) + self.vars = {var.name: var for var in variables} + + def fit(self): + pass + + def predict(self): + pass + + +class GCNModelAE(Model): + def __init__(self, placeholders, num_features, features_nonzero, **kwargs): + super(GCNModelAE, self).__init__(**kwargs) + + self.inputs = placeholders['features'] + self.input_dim = num_features + self.features_nonzero = features_nonzero + self.adj = placeholders['adj'] + self.dropout = placeholders['dropout'] + self.build() + + def _build(self): + self.hidden1 = GraphConvolutionSparse(input_dim=self.input_dim, + output_dim=FLAGS.hidden1, + adj=self.adj, + features_nonzero=self.features_nonzero, + act=tf.nn.relu, + dropout=self.dropout, + logging=self.logging)(self.inputs) + + self.embeddings = GraphConvolution(input_dim=FLAGS.hidden1, + output_dim=FLAGS.hidden2, + adj=self.adj, + act=lambda x: x, + dropout=self.dropout, + logging=self.logging)(self.hidden1) + + self.z_mean = self.embeddings + + self.reconstructions = InnerProductDecoder(input_dim=FLAGS.hidden2, + act=lambda x: x, + logging=self.logging)(self.embeddings) + + +class GCNModelVAE(Model): + def __init__(self, placeholders, num_features, num_nodes, features_nonzero, **kwargs): + super(GCNModelVAE, self).__init__(**kwargs) + + self.inputs = placeholders['features'] + self.input_dim = num_features + self.features_nonzero = features_nonzero + self.n_samples = num_nodes + self.adj = placeholders['adj'] + self.dropout = placeholders['dropout'] + self.build() + + def _build(self): + self.hidden1 = GraphConvolutionSparse(input_dim=self.input_dim, + output_dim=FLAGS.hidden1, + adj=self.adj, + features_nonzero=self.features_nonzero, + act=tf.nn.relu, + dropout=self.dropout, + logging=self.logging)(self.inputs) + + self.z_mean = GraphConvolution(input_dim=FLAGS.hidden1, + output_dim=FLAGS.hidden2, + adj=self.adj, + act=lambda x: x, + dropout=self.dropout, + logging=self.logging)(self.hidden1) + + self.z_log_std = GraphConvolution(input_dim=FLAGS.hidden1, + output_dim=FLAGS.hidden2, + adj=self.adj, + act=lambda x: x, + dropout=self.dropout, + logging=self.logging)(self.hidden1) + + self.z = self.z_mean + tf.random_normal([self.n_samples, FLAGS.hidden2]) * tf.exp(self.z_log_std) + + self.reconstructions = InnerProductDecoder(input_dim=FLAGS.hidden2, + act=lambda x: x, + logging=self.logging)(self.z) diff --git a/semb/methods/gae/gae/optimizer.py b/semb/methods/gae/gae/optimizer.py new file mode 100644 index 0000000..ca82159 --- /dev/null +++ b/semb/methods/gae/gae/optimizer.py @@ -0,0 +1,42 @@ +import tensorflow as tf + +flags = tf.app.flags +FLAGS = flags.FLAGS + + +class OptimizerAE(object): + def __init__(self, preds, labels, pos_weight, norm): + preds_sub = preds + labels_sub = labels + + self.cost = norm * tf.reduce_mean(tf.nn.weighted_cross_entropy_with_logits(logits=preds_sub, targets=labels_sub, pos_weight=pos_weight)) + self.optimizer = tf.train.AdamOptimizer(learning_rate=FLAGS.learning_rate) # Adam Optimizer + + self.opt_op = self.optimizer.minimize(self.cost) + self.grads_vars = self.optimizer.compute_gradients(self.cost) + + self.correct_prediction = tf.equal(tf.cast(tf.greater_equal(tf.sigmoid(preds_sub), 0.5), tf.int32), + tf.cast(labels_sub, tf.int32)) + self.accuracy = tf.reduce_mean(tf.cast(self.correct_prediction, tf.float32)) + + +class OptimizerVAE(object): + def __init__(self, preds, labels, model, num_nodes, pos_weight, norm): + preds_sub = preds + labels_sub = labels + + self.cost = norm * tf.reduce_mean(tf.nn.weighted_cross_entropy_with_logits(logits=preds_sub, targets=labels_sub, pos_weight=pos_weight)) + self.optimizer = tf.train.AdamOptimizer(learning_rate=FLAGS.learning_rate) # Adam Optimizer + + # Latent loss + self.log_lik = self.cost + self.kl = (0.5 / num_nodes) * tf.reduce_mean(tf.reduce_sum(1 + 2 * model.z_log_std - tf.square(model.z_mean) - + tf.square(tf.exp(model.z_log_std)), 1)) + self.cost -= self.kl + + self.opt_op = self.optimizer.minimize(self.cost) + self.grads_vars = self.optimizer.compute_gradients(self.cost) + + self.correct_prediction = tf.equal(tf.cast(tf.greater_equal(tf.sigmoid(preds_sub), 0.5), tf.int32), + tf.cast(labels_sub, tf.int32)) + self.accuracy = tf.reduce_mean(tf.cast(self.correct_prediction, tf.float32)) diff --git a/semb/methods/gae/gae/preprocessing.py b/semb/methods/gae/gae/preprocessing.py new file mode 100644 index 0000000..9e8236a --- /dev/null +++ b/semb/methods/gae/gae/preprocessing.py @@ -0,0 +1,112 @@ +import numpy as np +import scipy.sparse as sp + + +def sparse_to_tuple(sparse_mx): + if not sp.isspmatrix_coo(sparse_mx): + sparse_mx = sparse_mx.tocoo() + coords = np.vstack((sparse_mx.row, sparse_mx.col)).transpose() + values = sparse_mx.data + shape = sparse_mx.shape + return coords, values, shape + + +def preprocess_graph(adj): + adj = sp.coo_matrix(adj) + adj_ = adj + sp.eye(adj.shape[0]) + rowsum = np.array(adj_.sum(1)) + degree_mat_inv_sqrt = sp.diags(np.power(rowsum, -0.5).flatten()) + adj_normalized = adj_.dot(degree_mat_inv_sqrt).transpose().dot(degree_mat_inv_sqrt).tocoo() + return sparse_to_tuple(adj_normalized) + + +def construct_feed_dict(adj_normalized, adj, features, placeholders): + # construct feed dictionary + feed_dict = dict() + feed_dict.update({placeholders['features']: features}) + feed_dict.update({placeholders['adj']: adj_normalized}) + feed_dict.update({placeholders['adj_orig']: adj}) + return feed_dict + + +def mask_test_edges(adj): + # Function to build test set with 10% positive links + # NOTE: Splits are randomized and results might slightly deviate from reported numbers in the paper. + # TODO: Clean up. + + # Remove diagonal elements + adj = adj - sp.dia_matrix((adj.diagonal()[np.newaxis, :], [0]), shape=adj.shape) + adj.eliminate_zeros() + # Check that diag is zero: + assert np.diag(adj.todense()).sum() == 0 + + adj_triu = sp.triu(adj) + adj_tuple = sparse_to_tuple(adj_triu) + edges = adj_tuple[0] + edges_all = sparse_to_tuple(adj)[0] + num_test = int(np.floor(edges.shape[0] / 10.)) + num_val = int(np.floor(edges.shape[0] / 20.)) + + all_edge_idx = list(range(edges.shape[0])) + np.random.shuffle(all_edge_idx) + val_edge_idx = all_edge_idx[:num_val] + test_edge_idx = all_edge_idx[num_val:(num_val + num_test)] + test_edges = edges[test_edge_idx] + val_edges = edges[val_edge_idx] + train_edges = np.delete(edges, np.hstack([test_edge_idx, val_edge_idx]), axis=0) + + def ismember(a, b, tol=5): + rows_close = np.all(np.round(a - b[:, None], tol) == 0, axis=-1) + return np.any(rows_close) + + test_edges_false = [] + while len(test_edges_false) < len(test_edges): + idx_i = np.random.randint(0, adj.shape[0]) + idx_j = np.random.randint(0, adj.shape[0]) + if idx_i == idx_j: + continue + if ismember([idx_i, idx_j], edges_all): + continue + if test_edges_false: + if ismember([idx_j, idx_i], np.array(test_edges_false)): + continue + if ismember([idx_i, idx_j], np.array(test_edges_false)): + continue + test_edges_false.append([idx_i, idx_j]) + + val_edges_false = [] + while len(val_edges_false) < len(val_edges): + idx_i = np.random.randint(0, adj.shape[0]) + idx_j = np.random.randint(0, adj.shape[0]) + if idx_i == idx_j: + continue + if ismember([idx_i, idx_j], train_edges): + continue + if ismember([idx_j, idx_i], train_edges): + continue + if ismember([idx_i, idx_j], val_edges): + continue + if ismember([idx_j, idx_i], val_edges): + continue + if val_edges_false: + if ismember([idx_j, idx_i], np.array(val_edges_false)): + continue + if ismember([idx_i, idx_j], np.array(val_edges_false)): + continue + val_edges_false.append([idx_i, idx_j]) + + # assert ~ismember(test_edges_false, edges_all) + # assert ~ismember(val_edges_false, train_edges) + # assert ~ismember(val_edges_false, val_edges) + # assert ~ismember(val_edges, train_edges) + # assert ~ismember(test_edges, train_edges) + # assert ~ismember(val_edges, test_edges) + + data = np.ones(train_edges.shape[0]) + + # Re-build adj matrix + adj_train = sp.csr_matrix((data, (train_edges[:, 0], train_edges[:, 1])), shape=adj.shape) + adj_train = adj_train + adj_train.T + + # NOTE: these edge lists only contain single direction of edge! + return adj_train, train_edges, val_edges, val_edges_false, test_edges, test_edges_false diff --git a/semb/methods/gae/gae/test_emb.txt b/semb/methods/gae/gae/test_emb.txt new file mode 100644 index 0000000..a0c413f --- /dev/null +++ b/semb/methods/gae/gae/test_emb.txt @@ -0,0 +1,132 @@ +131 128 +0 0.094607450068 -0.324597507715 0.0408969260752 -0.015054602176 -0.171352401376 0.155365511775 -0.127355635166 -0.158760532737 -0.252003073692 0.196657016873 -0.138674080372 -0.0959571525455 0.00162885570899 0.120628885925 -0.279206156731 -0.124490976334 0.121916048229 0.138738378882 -0.100988313556 -0.273176431656 0.0993093848228 0.00492977816612 -0.0190193206072 -0.0281117223203 0.10179387033 -0.0192508995533 -0.167404711246 0.152631521225 0.244873195887 0.140442460775 0.229316487908 0.120517700911 -0.158815011382 -0.238079816103 -0.1378518641 0.164579719305 -0.196222618222 0.142605736852 -0.0337323062122 0.13543766737 -0.0376079976559 0.164072796702 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-0.134431257844 0.00542005430907 0.0321789383888 -0.0319435298443 0.0769994035363 diff --git a/semb/methods/gae/gae/train.py b/semb/methods/gae/gae/train.py new file mode 100644 index 0000000..af48507 --- /dev/null +++ b/semb/methods/gae/gae/train.py @@ -0,0 +1,205 @@ +from __future__ import division +from __future__ import print_function +from tqdm import tqdm + +import time +import os + +# Train on CPU (hide GPU) due to memory constraints +os.environ['CUDA_VISIBLE_DEVICES'] = "" + +import tensorflow as tf +import numpy as np +import scipy.sparse as sp +import networkx as nx + +from sklearn.metrics import roc_auc_score +from sklearn.metrics import average_precision_score + +from gae.optimizer import OptimizerAE, OptimizerVAE +from gae.input_data import load_data +from gae.model import GCNModelAE, GCNModelVAE +from gae.preprocessing import preprocess_graph, construct_feed_dict, sparse_to_tuple, mask_test_edges + + + +# Settings +flags = tf.app.flags +FLAGS = flags.FLAGS +flags.DEFINE_float('learning_rate', 0.01, 'Initial learning rate.') +# flags.DEFINE_integer('epochs', 200, 'Number of epochs to train.') +flags.DEFINE_integer('epochs', 200, 'Number of epochs to train.') + +flags.DEFINE_integer('hidden1', 32, 'Number of units in hidden layer 1.') +flags.DEFINE_integer('hidden2', 128, 'Number of units in hidden layer 2.') +flags.DEFINE_float('weight_decay', 0., 'Weight for L2 loss on embedding matrix.') +flags.DEFINE_float('dropout', 0., 'Dropout rate (1 - keep probability).') + +flags.DEFINE_string('model', 'gcn_vae', 'Model string.') +flags.DEFINE_string('dataset', 'input/Airports/airport_Brazil/brazil-airports.edgelist', 'Dataset string.') +flags.DEFINE_string('output_path', './test_emb.txt', 'Where to output the file') +flags.DEFINE_integer('features', 0, 'Whether to use features (1) or not (0).') + + +model_str = FLAGS.model +dataset_str = FLAGS.dataset + +print("#################################") +print(dataset_str) + +list_edges = list() +with open(dataset_str, 'r') as f: + lines = f.read().splitlines() +for line in lines: + src = int(line.split(' ')[0]) + dst = int(line.split(' ')[1]) + list_edges += [(src, dst)] + +G = nx.Graph() +G.add_edges_from(list_edges) +adj = nx.adjacency_matrix(G) + +# Load data +# adj, features = load_data(dataset_str) +# print(dataset_str) + +# Store original adjacency matrix (without diagonal entries) for later +adj_orig = adj +adj_orig = adj_orig - sp.dia_matrix((adj_orig.diagonal()[np.newaxis, :], [0]), shape=adj_orig.shape) +adj_orig.eliminate_zeros() + +adj_train, train_edges, val_edges, val_edges_false, test_edges, test_edges_false = mask_test_edges(adj) +adj = adj_train + +print('finish making mask_test_edges') + +if FLAGS.features == 0: + features = sp.identity(adj.shape[0]) # featureless + +# Some preprocessing +adj_norm = preprocess_graph(adj) + +# Define placeholders +placeholders = { + 'features': tf.sparse_placeholder(tf.float32), + 'adj': tf.sparse_placeholder(tf.float32), + 'adj_orig': tf.sparse_placeholder(tf.float32), + 'dropout': tf.placeholder_with_default(0., shape=()) +} + +num_nodes = adj.shape[0] + +features = sparse_to_tuple(features.tocoo()) +num_features = features[2][1] +features_nonzero = features[1].shape[0] + +# Create model +model = None +if model_str == 'gcn_ae': + model = GCNModelAE(placeholders, num_features, features_nonzero) +elif model_str == 'gcn_vae': + model = GCNModelVAE(placeholders, num_features, num_nodes, features_nonzero) + +pos_weight = float(adj.shape[0] * adj.shape[0] - adj.sum()) / adj.sum() +norm = adj.shape[0] * adj.shape[0] / float((adj.shape[0] * adj.shape[0] - adj.sum()) * 2) + +# Optimizer +with tf.name_scope('optimizer'): + if model_str == 'gcn_ae': + opt = OptimizerAE(preds=model.reconstructions, + labels=tf.reshape(tf.sparse_tensor_to_dense(placeholders['adj_orig'], + validate_indices=False), [-1]), + pos_weight=pos_weight, + norm=norm) + elif model_str == 'gcn_vae': + opt = OptimizerVAE(preds=model.reconstructions, + labels=tf.reshape(tf.sparse_tensor_to_dense(placeholders['adj_orig'], + validate_indices=False), [-1]), + model=model, num_nodes=num_nodes, + pos_weight=pos_weight, + norm=norm) + +# Initialize session +sess = tf.Session() +sess.run(tf.global_variables_initializer()) + +cost_val = [] +acc_val = [] + + +def get_roc_score(edges_pos, edges_neg, emb=None): + if emb is None: + feed_dict.update({placeholders['dropout']: 0}) + emb = sess.run(model.z_mean, feed_dict=feed_dict) + + def sigmoid(x): + return 1 / (1 + np.exp(-x)) + + # Predict on test set of edges + adj_rec = np.dot(emb, emb.T) + preds = [] + pos = [] + for e in edges_pos: + preds.append(sigmoid(adj_rec[e[0], e[1]])) + pos.append(adj_orig[e[0], e[1]]) + + preds_neg = [] + neg = [] + for e in edges_neg: + preds_neg.append(sigmoid(adj_rec[e[0], e[1]])) + neg.append(adj_orig[e[0], e[1]]) + + preds_all = np.hstack([preds, preds_neg]) + labels_all = np.hstack([np.ones(len(preds)), np.zeros(len(preds_neg))]) + roc_score = roc_auc_score(labels_all, preds_all) + ap_score = average_precision_score(labels_all, preds_all) + + return roc_score, ap_score + + +cost_val = [] +acc_val = [] +val_roc_score = [] + +adj_label = adj_train + sp.eye(adj_train.shape[0]) +adj_label = sparse_to_tuple(adj_label) + +# Train model +for epoch in tqdm(range(FLAGS.epochs)): + + t = time.time() + # Construct feed dictionary + feed_dict = construct_feed_dict(adj_norm, adj_label, features, placeholders) + feed_dict.update({placeholders['dropout']: FLAGS.dropout}) + # Run single weight update + outs = sess.run([opt.opt_op, opt.cost, opt.accuracy], feed_dict=feed_dict) + + + # Compute average loss + avg_cost = outs[1] + avg_accuracy = outs[2] + + roc_curr, ap_curr = get_roc_score(val_edges, val_edges_false) + val_roc_score.append(roc_curr) + + print("Epoch:", '%04d' % (epoch + 1), "train_loss=", "{:.5f}".format(avg_cost), + "train_acc=", "{:.5f}".format(avg_accuracy), "val_roc=", "{:.5f}".format(val_roc_score[-1]), + "val_ap=", "{:.5f}".format(ap_curr), + "time=", "{:.5f}".format(time.time() - t)) + +print("Optimization Finished!") +emb = sess.run(model.z_mean, feed_dict=feed_dict) +print(emb.shape) + +with open(FLAGS.output_path, 'w') as f: + f.write(str(G.number_of_nodes()) + ' ' + str(FLAGS.hidden2) + '\n') + list_nodes = list(G.nodes) + for i in range(0, emb.shape[0]): + cur_rep = ' '.join([str(ii) for ii in emb[i].tolist()]) + f.write(str(list_nodes[i]) + ' ' + str(cur_rep) + '\n') + +# roc_score, ap_score = get_roc_score(test_edges, test_edges_false) +# print('Test ROC score: ' + str(roc_score)) +# print('Test AP score: ' + str(ap_score)) + + diff --git a/semb/methods/gae/method.py b/semb/methods/gae/method.py new file mode 100644 index 0000000..ee6c73b --- /dev/null +++ b/semb/methods/gae/method.py @@ -0,0 +1,188 @@ +from __future__ import division +from __future__ import print_function + +from semb.methods import BaseMethod +import numpy as np +import networkx as nx + +from tqdm import tqdm + +import time +import os + +# Train on CPU (hide GPU) due to memory constraints +os.environ['CUDA_VISIBLE_DEVICES'] = "" + +import tensorflow as tf +import numpy as np +import scipy.sparse as sp +import networkx as nx + +from sklearn.metrics import roc_auc_score +from sklearn.metrics import average_precision_score + +from .gae.optimizer import OptimizerAE, OptimizerVAE +from .gae.input_data import load_data +from .gae.model import GCNModelAE, GCNModelVAE +from .gae.preprocessing import preprocess_graph, construct_feed_dict, sparse_to_tuple, mask_test_edges + +class Method(BaseMethod): + __PARAMS__ = { + 'learning_rate': 0.01, + 'epochs' : 200, + 'hidden1' : 32, + 'hidden2' : 128, + 'weight_decay' : 0., + 'dropout' : 0., + 'model' : 'gcn_vae', + 'features' : 0 + } + + def get_id(self): + return "vae" + + def train(self): + tf.compat.v1.flags.DEFINE_string('f','','') + + flags = tf.app.flags + FLAGS = flags.FLAGS + flags.DEFINE_float('learning_rate', self.params['learning_rate'], 'Initial learning rate.') + # flags.DEFINE_integer('epochs', 200, 'Number of epochs to train.') + flags.DEFINE_integer('epochs', self.params['epochs'], 'Number of epochs to train.') + flags.DEFINE_integer('hidden1', self.params['hidden1'], 'Number of units in hidden layer 1.') + flags.DEFINE_integer('hidden2', self.params['hidden2'], 'Number of units in hidden layer 2.') + flags.DEFINE_float('weight_decay', self.params['weight_decay'], 'Weight for L2 loss on embedding matrix.') + flags.DEFINE_float('dropout', self.params['dropout'], 'Dropout rate (1 - keep probability).') + flags.DEFINE_string('model', self.params['model'], 'Model string.') + flags.DEFINE_integer('features', self.params['features'], 'Whether to use features (1) or not (0).') + + adj = nx.adjacency_matrix(self.graph) + adj_orig = adj + adj_orig = adj_orig - sp.dia_matrix((adj_orig.diagonal()[np.newaxis, :], [0]), shape=adj_orig.shape) + adj_orig.eliminate_zeros() + + adj_train, train_edges, val_edges, val_edges_false, test_edges, test_edges_false = mask_test_edges(adj) + adj = adj_train + + print('finish making mask_test_edges') + + if FLAGS.features == 0: + features = sp.identity(adj.shape[0]) # featureless + + # Some preprocessing + adj_norm = preprocess_graph(adj) + + # Define placeholders + placeholders = { + 'features': tf.sparse_placeholder(tf.float32), + 'adj': tf.sparse_placeholder(tf.float32), + 'adj_orig': tf.sparse_placeholder(tf.float32), + 'dropout': tf.placeholder_with_default(0., shape=()) + } + + num_nodes = adj.shape[0] + + features = sparse_to_tuple(features.tocoo()) + num_features = features[2][1] + features_nonzero = features[1].shape[0] + + model_str = FLAGS.model + # Create model + model = None + if model_str == 'gcn_ae': + model = GCNModelAE(placeholders, num_features, features_nonzero) + elif model_str == 'gcn_vae': + model = GCNModelVAE(placeholders, num_features, num_nodes, features_nonzero) + + pos_weight = float(adj.shape[0] * adj.shape[0] - adj.sum()) / adj.sum() + norm = adj.shape[0] * adj.shape[0] / float((adj.shape[0] * adj.shape[0] - adj.sum()) * 2) + + # Optimizer + with tf.name_scope('optimizer'): + if model_str == 'gcn_ae': + opt = OptimizerAE(preds=model.reconstructions, + labels=tf.reshape(tf.sparse_tensor_to_dense(placeholders['adj_orig'], + validate_indices=False), [-1]), + pos_weight=pos_weight, + norm=norm) + elif model_str == 'gcn_vae': + opt = OptimizerVAE(preds=model.reconstructions, + labels=tf.reshape(tf.sparse_tensor_to_dense(placeholders['adj_orig'], + validate_indices=False), [-1]), + model=model, num_nodes=num_nodes, + pos_weight=pos_weight, + norm=norm) + + # Initialize session + sess = tf.Session() + sess.run(tf.global_variables_initializer()) + + cost_val = [] + acc_val = [] + + def get_roc_score(edges_pos, edges_neg, emb=None): + if emb is None: + feed_dict.update({placeholders['dropout']: 0}) + emb = sess.run(model.z_mean, feed_dict=feed_dict) + + def sigmoid(x): + return 1 / (1 + np.exp(-x)) + + # Predict on test set of edges + adj_rec = np.dot(emb, emb.T) + preds = [] + pos = [] + for e in edges_pos: + preds.append(sigmoid(adj_rec[e[0], e[1]])) + pos.append(adj_orig[e[0], e[1]]) + + preds_neg = [] + neg = [] + for e in edges_neg: + preds_neg.append(sigmoid(adj_rec[e[0], e[1]])) + neg.append(adj_orig[e[0], e[1]]) + + preds_all = np.hstack([preds, preds_neg]) + labels_all = np.hstack([np.ones(len(preds)), np.zeros(len(preds_neg))]) + roc_score = roc_auc_score(labels_all, preds_all) + ap_score = average_precision_score(labels_all, preds_all) + + return roc_score, ap_score + + val_roc_score = [] + + adj_label = adj_train + sp.eye(adj_train.shape[0]) + adj_label = sparse_to_tuple(adj_label) + + # Train model + for epoch in tqdm(range(FLAGS.epochs)): + + t = time.time() + # Construct feed dictionary + feed_dict = construct_feed_dict(adj_norm, adj_label, features, placeholders) + feed_dict.update({placeholders['dropout']: FLAGS.dropout}) + # Run single weight update + outs = sess.run([opt.opt_op, opt.cost, opt.accuracy], feed_dict=feed_dict) + + + # Compute average loss + avg_cost = outs[1] + avg_accuracy = outs[2] + + roc_curr, ap_curr = get_roc_score(val_edges, val_edges_false) + val_roc_score.append(roc_curr) + + print("Epoch:", '%04d' % (epoch + 1), "train_loss=", "{:.5f}".format(avg_cost), + "train_acc=", "{:.5f}".format(avg_accuracy), "val_roc=", "{:.5f}".format(val_roc_score[-1]), + "val_ap=", "{:.5f}".format(ap_curr), + "time=", "{:.5f}".format(time.time() - t)) + + print("Optimization Finished!") + emb = sess.run(model.z_mean, feed_dict=feed_dict) + print(emb.shape) + list_nodes = list(self.graph.nodes) + self.embeddings = dict() + for i in range(0, emb.shape[0]): + self.embeddings[list_nodes[i]] = emb[i].tolist() + + \ No newline at end of file diff --git a/semb/methods/gae/setup.py b/semb/methods/gae/setup.py new file mode 100644 index 0000000..7d687ec --- /dev/null +++ b/semb/methods/gae/setup.py @@ -0,0 +1,22 @@ +from setuptools import setup +from setuptools import find_packages + +setup(name='gae', + version='0.0.1', + description='Implementation of (Variational) Graph Auto-Encoders in Tensorflow', + author='Thomas Kipf', + author_email='thomas.kipf@gmail.com', + url='https://tkipf.github.io', + download_url='https://github.com/tkipf/gae', + license='MIT', + install_requires=['numpy', + 'tensorflow', + 'networkx', + 'scikit-learn', + 'scipy', + ], + extras_require={ + 'visualization': ['matplotlib'], + }, + package_data={'gae': ['README.md']}, + packages=find_packages()) diff --git a/semb/methods/struc2vec/random_walks.txt b/semb/methods/struc2vec/random_walks.txt index 07762fb..7c1c16c 100644 --- a/semb/methods/struc2vec/random_walks.txt +++ b/semb/methods/struc2vec/random_walks.txt @@ -1,1310 +1,1310 @@ -129 111 72 105 72 105 107 85 95 44 111 105 72 107 121 101 85 13 47 13 62 102 78 13 78 62 95 13 78 103 73 107 73 78 62 102 130 92 119 127 123 122 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83 52 96 98 96 98 57 98 83 96 56 98 83 -128 116 115 118 11 16 116 118 114 110 118 115 116 86 104 118 115 116 115 16 14 12 110 114 110 114 100 114 110 109 114 110 100 110 115 11 118 128 112 86 16 20 14 12 104 11 16 14 11 116 114 110 16 104 110 20 104 100 12 116 118 115 86 16 104 20 12 100 109 110 16 20 16 104 16 12 11 20 114 115 -26 81 32 108 119 92 117 126 35 126 129 17 105 17 126 121 129 105 17 44 129 121 126 35 34 101 13 62 13 78 107 73 13 62 13 62 13 62 47 13 62 102 113 102 113 102 113 102 113 102 113 102 113 81 117 92 117 95 73 107 88 101 105 44 129 95 101 35 34 35 34 117 92 117 95 103 95 103 44 103 -110 109 104 11 20 12 118 116 115 118 12 16 115 116 115 116 128 86 16 12 16 12 112 116 118 112 86 112 128 115 128 86 16 20 118 20 128 20 128 115 14 104 20 104 86 112 86 118 12 104 128 20 104 12 104 115 118 20 100 128 118 86 114 112 11 114 118 128 115 12 11 14 104 14 11 14 116 86 112 86 -44 111 95 101 103 121 126 129 126 121 126 73 107 62 13 47 13 47 62 117 95 85 95 85 111 105 72 105 72 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84 9 24 9 5 9 5 9 5 9 45 24 58 24 58 6 58 2 7 4 1 9 50 58 6 7 2 7 51 2 27 50 36 10 36 30 74 71 0 15 0 15 0 15 79 21 79 21 74 21 74 66 21 71 53 67 69 31 15 31 15 71 74 79 21 79 21 71 30 -27 2 51 2 6 58 27 1 27 50 1 2 7 2 51 3 4 1 58 50 51 4 10 36 10 50 4 2 7 51 4 1 4 51 2 51 24 9 5 9 6 2 4 27 9 5 9 45 9 45 24 27 7 3 7 3 7 51 2 7 3 7 2 51 4 36 24 84 10 50 51 7 51 2 7 51 7 2 51 50 -47 13 47 78 99 32 99 59 26 119 32 59 99 130 119 99 32 81 59 99 78 62 99 59 92 117 59 99 26 106 108 56 96 43 91 37 43 33 76 43 123 106 56 76 43 96 56 43 76 55 57 68 57 98 82 70 48 87 70 48 23 39 70 48 23 94 23 48 60 48 46 48 19 87 97 75 87 46 65 22 -118 104 14 20 104 12 112 16 115 116 86 16 112 114 109 110 114 109 112 20 11 20 11 16 11 14 11 14 104 16 104 11 20 104 11 114 109 112 128 112 86 116 118 115 104 16 114 104 12 16 116 118 20 114 16 118 16 104 20 115 12 86 115 86 20 14 109 20 12 11 104 11 114 100 104 116 16 115 128 20 -7 6 58 15 0 15 84 79 84 79 21 79 21 79 53 79 21 71 30 77 53 21 69 74 69 53 61 41 67 53 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