新闻推荐调查_Python_Jupyter Notebook_下载.zip

### Download There are two branches in this REPO. The `backup` branch is deprecated and used as backup. You can only clone this main branch by: ``` git clone -b main --single-branch https://github.com/namespace-Pt/News-Recommendation.git ``` ### Instruction 1. Download **MIND** dataset [here](https://msnews.github.io/) 2. Save MIND dataset in a directory, e.g. `~/Data` 3. ``` pip install torch==1.9.1+cu111 -f https://download.pytorch.org/whl/torch_stable.html ``` 4. Add your email information so that you can get an email every time the model is evaluated: ```bash cd src mkdir data echo "email = 'your.gmail@gmail.com'" >> data/email.py echo "password = 'your password'" >> data/email.py ``` 5. ```bash python -m main.twotower --data-root ~/Data \ --batch-size 8 \ --world-size 2 \ --news-encoder bert ``` - `--world-size` defines number of gpus in ddp training - `--news-encoder` defines news encoder - more parameters can be found in [src/utils/manager.py](src/utils/manager.py)