From 33c0f028f2f57576a73bd1831c804cc0f78706f1 Mon Sep 17 00:00:00 2001 From: ycq091044 Date: Tue, 10 Jul 2018 21:52:45 -0500 Subject: [PATCH 1/3] add karate datasets --- data/karate/karate.cites | 78 ++++++ data/karate/karate.content | 34 +++ data/karate/karate.gml | 530 +++++++++++++++++++++++++++++++++++++ data/karate/karate.txt | 5 + data/karate/karate.zip | Bin 0 -> 970 bytes data/karate/test_gml.py | 19 ++ 6 files changed, 666 insertions(+) create mode 100644 data/karate/karate.cites create mode 100644 data/karate/karate.content create mode 100644 data/karate/karate.gml create mode 100644 data/karate/karate.txt create mode 100644 data/karate/karate.zip create mode 100644 data/karate/test_gml.py diff --git a/data/karate/karate.cites b/data/karate/karate.cites new file mode 100644 index 0000000..a9aaf17 --- /dev/null +++ b/data/karate/karate.cites @@ -0,0 +1,78 @@ +0 1 +0 2 +0 3 +0 4 +0 5 +0 6 +0 7 +0 8 +0 10 +0 11 +0 12 +0 13 +0 17 +0 19 +0 21 +0 31 +1 2 +1 3 +1 7 +1 13 +1 17 +1 19 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source 34 + target 33 + ] +] diff --git a/data/karate/karate.txt b/data/karate/karate.txt new file mode 100644 index 0000000..9569ed5 --- /dev/null +++ b/data/karate/karate.txt @@ -0,0 +1,5 @@ +The file karate.gml contains the network of friendships between the 34 +members of a karate club at a US university, as described by Wayne Zachary +in 1977. If you use these data in your work, please cite W. W. Zachary, An +information flow model for conflict and fission in small groups, Journal of +Anthropological Research 33, 452-473 (1977). diff --git a/data/karate/karate.zip b/data/karate/karate.zip new file mode 100644 index 0000000000000000000000000000000000000000..38d10838d43055ca173f8add8b6f8f73659e0882 GIT binary patch literal 970 zcmWIWW@Zs#U|`^2c$f0k#6JG#%L9xI3`qhE3|tJN4B3fAi6yCe>A5+fA)E}%_RI%e zKsdC5h2ab17sk2MPkS*33b=g#+0`9yaMyhO$*=;&7yKRF2YC!vNJ)m{8s*>%15t9!9w#V{+M$_TxFli$7x3vC+g35 zlrX6|lTXcR#;b%)%`f@XY-W5)IW_s7Y4ALsN~5PIr>Mgi;mh_IJ)L@Mj^_INr+$BZ z_WkJT0*Uv(&M(wVz27^#?!R$ledAXZ16GSt|2gwYl0+Yz@wF{Kc+~U38P?}aF}qeW zhSahId=+#^-F$8B#?s*WJnw!UbIVDuiYA0?7yj1LYMbP-YG1o;N}_+{jpVi^Yc7{r zPvUmH)hzfeCFSwF&LuXN%Qz-|@`;Gi+|SUVb$$6>i3wMJPOq!0w!U)gTz!j{d+3a+ ztMw|;uD{|F_S9Zop&WAdvY?iC>sIC4@wq>Dd|9I5vQ)$6FH=w)!=gIoE&n&H?(P4z zHSA^RjZ2%tf0#~Os-z{|uwo0tqDxF2zcyW(zVvR>iW2Tcb(_Czb1HecxNh^7Si!He zzw+;{`}=z5+&zo|@W@w9{c5t$Z{6_^z@!ikOaMrcUs6#5j{K#-i0?&;eBFT4Sw{?b 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[PATCH 2/3] train karate codes with visualizations --- pygcn/models2.py | 22 +++++++ pygcn/train_karate.py | 146 ++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 168 insertions(+) create mode 100644 pygcn/models2.py create mode 100644 pygcn/train_karate.py diff --git a/pygcn/models2.py b/pygcn/models2.py new file mode 100644 index 0000000..1a68d88 --- /dev/null +++ b/pygcn/models2.py @@ -0,0 +1,22 @@ +import torch.nn as nn +import torch.nn.functional as F +from layers import GraphConvolution + + +class GCN(nn.Module): + def __init__(self, nfeat, nhid1, nhid2, nclass, dropout): + super(GCN, self).__init__() + + self.gc1 = GraphConvolution(nfeat, nhid1) + self.gc2 = GraphConvolution(nhid1, nhid2) + self.gc3 = GraphConvolution(nhid2, nclass) + self.dropout = dropout + + def forward(self, x, adj): + x = F.tanh(self.gc1(x, adj)) + x = F.dropout(x, self.dropout, training=self.training) + x = F.tanh(self.gc2(x, adj)) + x = F.dropout(x, self.dropout, training=self.training) + x = self.gc3(x, adj) + + return F.softmax(x) diff --git a/pygcn/train_karate.py b/pygcn/train_karate.py new file mode 100644 index 0000000..bf9bd6b --- /dev/null +++ b/pygcn/train_karate.py @@ -0,0 +1,146 @@ +from __future__ import division +from __future__ import print_function + +import time +import argparse +import numpy as np + +import torch +import torch.nn.functional as F +import torch.nn as nn +import torch.optim as optim + +from utils import load_data, accuracy, encode_onehot +from models2 import GCN + +# Training settings +parser = argparse.ArgumentParser() +parser.add_argument('--no-cuda', action='store_true', default=False, + help='Disables CUDA training.') +parser.add_argument('--fastmode', action='store_true', default=False, + help='Validate during training pass.') +parser.add_argument('--seed', type=int, default=42, help='Random seed.') +parser.add_argument('--epochs', type=int, default=200, + help='Number of epochs to train.') +parser.add_argument('--lr', type=float, default=0.01, + help='Initial learning rate.') +parser.add_argument('--weight_decay', type=float, default=5e-4, + help='Weight decay (L2 loss on parameters).') +parser.add_argument('--hidden1', type=int, default=200, + help='Number of hidden units.') +parser.add_argument('--hidden2', type=int, default=50, + help='Number of hidden units.') +parser.add_argument('--dropout', type=float, default=0.5, + help='Dropout rate (1 - keep probability).') + +args = parser.parse_args() +args.cuda = not args.no_cuda and torch.cuda.is_available() + +np.random.seed(args.seed) +torch.manual_seed(args.seed) +if args.cuda: + torch.cuda.manual_seed(args.seed) + +# Load data +adj, features, labels, idx_train, idx_val, idx_test = load_data("../data/karate/","karate") +# adj, features, labels, idx_train, idx_val, idx_test = load_data("../data/cora/","cora") + +# Model and optimizer +model = GCN(nfeat=features.shape[1], + nhid1=args.hidden1, + nhid2=args.hidden2, + nclass=4, + dropout=args.dropout) + +optimizer = optim.Adam(model.parameters(), + lr=args.lr, weight_decay=args.weight_decay) + +if args.cuda: + model.cuda() + features = features.cuda() + adj = adj.cuda() + labels = labels.cuda() + idx_train = idx_train.cuda() + idx_val = idx_val.cuda() + idx_test = idx_test.cuda() + + +criterion = nn.CrossEntropyLoss() +indices = torch.LongTensor([0, 16,18,24]) + +def train(epoch): + t = time.time() + model.train() + optimizer.zero_grad() + output = model(features, adj) + #output2 = PCA(output.detach().numpy())[0] + #ax = plt.scatter(output2[:,0],output2[:,1]) + #plt.show() + loss = criterion(torch.index_select(output, 0, indices),torch.LongTensor([0,1,2,3])) + loss.backward() + optimizer.step() + + if not args.fastmode: + model.eval() + output = model(features, adj) + + print('Epoch: {:04d}'.format(epoch+1), + 'time: {:.4f}s'.format(time.time() - t)) + +for epoch in range(args.epochs): + train(epoch) + +def PCA(data, dims_rescaled_data=2): + """ + returns: data transformed in 2 dims/columns + regenerated original data + pass in: data as 2D NumPy array + """ + import numpy as NP + from scipy import linalg as LA + m, n = data.shape + # mean center the data + data -= data.mean(axis=0) + # calculate the covariance matrix + R = NP.cov(data, rowvar=False) + # calculate eigenvectors & eigenvalues of the covariance matrix + # use 'eigh' rather than 'eig' since R is symmetric, + # the performance gain is substantial + evals, evecs = LA.eigh(R) + # sort eigenvalue in decreasing order + idx = NP.argsort(evals)[::-1] + evecs = evecs[:,idx] + # sort eigenvectors according to same index + evals = evals[idx] + # select the first n eigenvectors (n is desired dimension + # of rescaled data array, or dims_rescaled_data) + evecs = evecs[:, :dims_rescaled_data] + # carry out the transformation on the data using eigenvectors + # and return the re-scaled data, eigenvalues, and eigenvectors + return NP.dot(evecs.T, data.T).T, evals, evecs + +output = model(features, adj) +print (output) +output = PCA(output.detach().numpy())[0] +print (output) + +# draw +import matplotlib.pyplot as plt +plt.scatter(output[:,0],output[:,1]) +plt.show() + +# classify +community = dict() +for index,i in enumerate(output): + temp = [np.linalg.norm(i-output[0,:]), + np.linalg.norm(i-output[16,:]), + np.linalg.norm(i-output[18,:]), + np.linalg.norm(i-output[24,:])] + belongs = temp.index(min(temp)) + if belongs not in community.keys(): + community[belongs]=[] + community[belongs].append(index) + else: + community[belongs].append(index) +print (community) +#for i,_ in enumerate(output[:,0]): +# plt.annotate(i,(output[:,0][i],output[:,1][i])) From 3ac42af3c0493663727d129a1c1cf38245d6a538 Mon Sep 17 00:00:00 2001 From: ycq091044 Date: Tue, 10 Jul 2018 22:02:18 -0500 Subject: [PATCH 3/3] result --- img/compare.png | Bin 0 -> 191122 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 img/compare.png diff --git a/img/compare.png b/img/compare.png new file mode 100644 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