NewsRecommender
所属分类：特征抽取
开发工具：Jupyter Notebook
文件大小：1091KB
下载次数：0
上传日期：2019-03-08 08:53:27
上 传 者：
sh-1993
说明： 使用新闻API、word2vec和机器学习模型的简单新闻推荐服务
(A simple News Recommendation service using News API, word2vec and Machine Learning models)
文件列表:
NLP.ipynb (1098606, 2019-03-08)
TestModel.ipynb (8758, 2019-03-08)
TrainModel.ipynb (86289, 2019-03-08)
feed.py (1250, 2019-03-08)
feedback.py (374, 2019-03-08)
main.py (802, 2019-03-08)
model.py (326, 2019-03-08)
nlp.py (1346, 2019-03-08)
requirements.txt (179, 2019-03-08)
static (0, 2019-03-08)
static\arch.png (40621, 2019-03-08)
static\index.html (4429, 2019-03-08)
static\screenshot.png (409047, 2019-03-08)
stopwords.py (8867, 2019-03-08)
training (0, 2019-03-08)
training\entities.joblib (151504, 2019-03-08)
training\feedback.txt (127750, 2019-03-08)
training\keyterms.joblib (155754, 2019-03-08)
training\requests.txt (693861, 2019-03-08)
training\vector.joblib (3273, 2019-03-08)
### Installation and running instructions:
1. Run: pip install -r requirements .
2. Run: python -m spacy download en_core_web_md-2.0.0 --direct .
3. Download: https://s3.amazonaws.com/dl4j-distribution/GoogleNews-vectors-negative300.bin.gz
4. Run: python main.py .
5. Navigate to http://localhost:5000.
6. For training, copy data from logs to training directory. Run and see jupyter notebooks.
### Application architecture:
近期下载者：
相关文件：
收藏者：