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# Graph Convolution Network GCN and Dimensionally Redaction and Differential Algorithms using Python
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# Graph Convolution Network GCN with Dimensional Redaction and Differential Algorithms using Python
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#### Loading the dataset (Cora and Pubmed)
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- Website Link to Dataset: <https://linqs.soe.ucsc.edu/data>.
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#### API that are used in this Project
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- tensorflow
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- sklearn
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- pymoo
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- stellargraph
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- matplotlib
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- numpy
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- pandas
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- networkx
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- IPython
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#### Training and Evaluating to GCN Model
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![download-1](https://user-images.githubusercontent.com/74346775/176434201-ea5af230-958f-41da-8808-089e7136d507.PNG)
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#### Differential Evolution Algorithm
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![download-2](https://user-images.githubusercontent.com/74346775/176434220-0e66b7d8-0536-4fae-897f-16dfa768310a.PNG)
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#### Dimensionality Reduction Algorithm
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![download-3](https://user-images.githubusercontent.com/74346775/176434771-72f0f8e8-b1d9-4f8b-b7a9-07c98672d692.PNG)

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