Fake_News_Detection

所属分类:聚类算法
开发工具:Jupyter Notebook
文件大小:14004KB
下载次数:0
上传日期:2021-06-01 05:07:01
上 传 者sh-1993
说明:  使用Flask和Python的假新闻分类WebApp
(Fake News Classification WebApp using Flask & Python)

文件列表:
Fake_News_Det.py (1307, 2021-06-01)
Fake_News_Detection.ipynb (18518, 2021-06-01)
fn.jpg (430317, 2021-06-01)
model.pkl (494824, 2021-06-01)
news.csv (30696129, 2021-06-01)
requirements.txt (42, 2021-06-01)
s1.PNG (864321, 2021-06-01)
s2.PNG (875163, 2021-06-01)
static (0, 2021-06-01)
static\style.css (5609, 2021-06-01)
templates (0, 2021-06-01)
templates\index.html (1181, 2021-06-01)

# Fake News“° Classification WebApp using Python [![forthebadge made-with-python](http://ForTheBadge.com/images/badges/made-with-python.svg)](https://www.python.org/) [![Python 3.6](https://img.shields.io/badge/python-3.6-blue.svg)](https://www.python.org/downloads/release/python-360/) ## [Follow us on Instagram for Machine Learning Guidelines & Path](https://www.instagram.com/machine_learning_hub.ai/) ## [Buy Python & ML projects for students at lower rate](https://www.instamojo.com/kushalbhavsar1820) ### Sourcerer ## [See the Tutorial of this Project](https://youtu.be/GS_ylghUtLQ) ## Usage:- - Clone my repository. - Open CMD in working directory. - Run `pip install -r requirements.txt` - Open project in any IDE(Pycharm or VSCode) - Run `Fake_News_Det.py`, go to the `http://127.0.0.1:5000/` - If you want to build your model with the some changes, you can check the `Fake_News_Detection.ipynb`. - You can check web app is working fine. Sometimes predictions may be wrong. ## Screenshots ## Note - This project is just for learning purpose, don't think, it can do work in real time, because model was trained on historic & limited data. - For real time building of this kind of system, we need updated dataset and we need to build a model in particular interval of time, because news data can be updated in seconds, so our model should be also updated with the data. ## Just follow me and Star my repository # [Buy me a Coffee](https://www.buymeacoffee.com/spidy20) ## [Donate me on PayPal(It will inspire me to do more projects)](https://www.paypal.me/spidy1820) ## Donate me on GPAY:- kushalbhavsar58-1@okaxis

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