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vinay kumar yadav's Projects

-fake-news-detection- icon -fake-news-detection-

Fake news is misinformation or manipulated news that is spread across the social media with an intention to damage a person, agency and organisation. Due to the dissemination of fake news, there is a need for computational methods to detect them. Fake news detection aims to help users to expose varieties of fabricated news. To achieve this goal, first we have taken the datasets which contains both fake and real news and conducted various experiments to organize fake news detector. We used natural processing, machine learning and deep learning techniques to classify the datasets. We yielded a comprehensive audit of detecting fake news by including fake news categorization, existing algorithms from machine learning techniques. In this project, we explored different machine learning models like Naïve Bayes, K nearest neighbors, decision tree, random forest and deep learning networks like Shallow Convolutional Neural Networks (CNN), Deep Convolutional Neural Network (VDCNN), Long Short-Term Memory Network (LSTM), Gated Recurrent Unit Network (GRU), Combination of Convolutional Neural Network with Long Short-Term Memory (CNN-LSTM) and Convolutional Neural Network with Gated Recurrent Unit (CNN-LSTM).

2016-10-facebook-fact-check icon 2016-10-facebook-fact-check

Data and analysis for the BuzzFeed News article, "Hyperpartisan Facebook Pages Are Publishing False And Misleading Information At An Alarming Rate."

ai-chip icon ai-chip

A list of ICs and IPs for AI, Machine Learning and Deep Learning.

alosi icon alosi

ALOSI python package for adaptive learning

ant-media-server icon ant-media-server

Ant Media Server supports RTMP, RTSP, WebRTC and Adaptive Bitrate. It can also record videos in MP4, HLS and FLV

ardupilot_wiki icon ardupilot_wiki

Repository for ArduPilot wiki issues and wiki-specific website infrastructure.

avideo icon avideo

Create Your Own Broadcast Network With AVideo Platform Open-Source. OAVP OVP

awesome-iot icon awesome-iot

🤖 A curated list of awesome Internet of Things projects and resources.

cml icon cml

♾️ CML - Continuous Machine Learning | CI/CD for ML

data-projects icon data-projects

Scripts and data for various Vox Media stories and news projects

django-webapp icon django-webapp

This is a web-app created using Python, Django. By using this user can login, upload files and also can view and download files uploaded by other users.

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