persian-news-classifier
所属分类：数学计算
开发工具：Jupyter Notebook
文件大小：1431KB
下载次数：0
上传日期：2019-02-03 16:58:35
上 传 者：
sh-1993
说明： 从头开始使用朴素贝叶斯的波斯新闻分类器
(Persian news classifier using Naive Bayes from scratch)
文件列表:
.ipynb_checkpoints (0, 2019-02-04)
.ipynb_checkpoints\Untitled-checkpoint.ipynb (72, 2019-02-04)
Dataset (0, 2019-02-04)
Dataset\Basic (0, 2019-02-04)
Dataset\Basic\out.jsonl (8936737, 2019-02-04)
NLP-final-project.pdf (76268, 2019-02-04)
Untitled.ipynb (1154, 2019-02-04)
nlp.ipynb (218544, 2019-02-04)
pretty_sample.json (5648, 2019-02-04)
# Persian News Classifier
Classify and predict the category and agency of each news.
## 1) Naive Bayes
Implement a Naive Bayes classifier from scratch
## 2) Baseline Models
Test some baseline models such as Naive Bayes, SGD and Linear SVM using sklearn library
## 3) Neural Network Model
Apply a Bidirectional LSTM model using Keras
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