Install

Create a python environment with conda create -n mmdet python=3.6.

Install python libraries with pip install -r requirements.txt.

Dataset preparation

We get data from FakeNewsNet, and format it to a .csv file, with the data_process/generate_csv.py.

Details are written in the comments in the python file.

Dataset analysis

Sentiment analysis is done by data_process/sentiment_analysis.py, and is visualized by data_process/sentiment_plot.py. data_process/tsne.py is used to visualize tsne result.

Run the model

Models are implemented in the infer/infer.py.

Use infer/grid_tuning.py to search for hyper parameters.

Data Analysis

Images are in img/..

Report

Report is available at JBox and OneDrive.

Talk

Here comes the ppt.