GCN on Facebok Large Page-Page Network dataset (s4722208) - #137

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jiwhan5 wants to merge 34 commits into

shakes76:topic-recognitionfrom

jiwhan5:topic-recognition

Commits on Oct 15, 2024

Initialisation
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15c7ed2
GNN modules initialised
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8749746
GNN updated (4 convolution layers)
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b6fab5b
data_load updated
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dc29c06
load_data modified to return masks

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714d4d2
hyper parameter, data loading, model and optimizer initialised for training

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a410424
train loop with model updated

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94b3f58
validation added to the training loop

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d07d9ef
edges error fixed (edges shape [342004, 2] to [2,342004])

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143defc
accuracy calculation error fixed

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eb10b7d
testing added

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bc14f65
TSNE plot function added

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e3ea717

Commits on Oct 16, 2024

TSNE plotting error fixed
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79421ec
prediction based on saved model updated
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e88e941
accuracy and loss function plotting added, TSNE plotting funciton moved from train.py
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5df810d
calculating loss added to validation process for plotting
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78862d8
Document of the project uploaded

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e015d61
saved GCN model

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99589d7
Comments added to each files

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ea0ef6a

Commits on Oct 17, 2024

plot_pre_train_TSNE added to plot the original data

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5b43091
Figures uploaded

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86ecad2

Commits on Oct 25, 2024

pictures and more detailed explanation added to README.md
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c4aa603
Update README.md (link broken fixed)
jiwhan5
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86fe08a

Commits on Oct 27, 2024

GCN model structure image uploaded
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bdaa5dc
" Directory name modified to include ID and task"
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ce822db
model structure image added and header modified
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1cface4
"GCN folder modified to be inside recognition dierecotry"
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bd20a5f
comments added to load data and removed unnecessary comments
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91f3b66
Docstring added to GCN class for clarification
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6f30a4d
hyper parameters changed and weight decay added to hyper parameter
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582763b
comments modified for each plotting functions
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f3dde55
Header blocks added to each files
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24cbcc1
Update README.md (grammar fixed and information added)
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2b588dd

Commits on Nov 19, 2024

"GCN.pth file removed"
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96ef401