文件列表:

CreateData (0, 2021-06-18)
CreateData\CreateSimpleCascade.py (8169, 2021-06-18)
CreateData\collectData.py (8493, 2021-06-18)
CreateData\collectDataNew.py (2023, 2021-06-18)
CreateData\createCascade.py (11714, 2021-06-18)
CreateData\retrieveLostData.py (6299, 2021-06-18)
TrainModel (0, 2021-06-18)
TrainModel\GCN.py (7096, 2021-06-18)
TrainModel\LoadData.py (1556, 2021-06-18)
TrainModel\preprocess.py (7737, 2021-06-18)
convert_data.py (686, 2021-06-18)
dataset_summaries.py (4517, 2021-06-18)
eval.py (14706, 2021-06-18)
feature_extraction_kGNN.py (4529, 2021-06-18)
feature_extraction_kGNN_TopK.py (5178, 2021-06-18)
models.py (3040, 2021-06-18)
train.py (7059, 2021-06-18)

# FakeNewsDetection Fake News Detection on Twitter using Graph Deep Learning Requirements for running the ``CreateDataset`` code: ```shell script conda install python-graphviz pip install searchtweets-v2 pip install TwitterAPI pip install torch-scatter -f https://pytorch-geometric.com/whl/torch-1.8.1+cpu.html pip install torch-sparse -f https://pytorch-geometric.com/whl/torch-1.8.1+cpu.html pip install torch-cluster -f https://pytorch-geometric.com/whl/torch-1.8.1+cpu.html pip install torch-spline-conv -f https://pytorch-geometric.com/whl/torch-1.8.1+cpu.html pip install torch-geometric ``` where ```${CUDA}``` and ```${TORCH}``` should be replaced by your specific CUDA version (cpu, cu92, cu101, cu102, cu110, cu111) and PyTorch version (1.4.0, 1.5.0, 1.6.0, 1.7.0, 1.8.0), To create the word embeddings it is required to create a subdir in ``CreateData`` called ``resources``, in this folder you need to place the ``glove.twitter.27B.200d.txt`` file. You can download the file here: https://ndownloader.figshare.com/files/21119193 (original link seems to be broken: https://nlp.stanford.edu/projects/glove/) To create the dataset run the createCascade.py file

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