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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).
[CVPR'19] 3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans
“爱可可-爱生活”微博内容精选
This repository contains the python code for Alex Arenas et al. model of epidemic contaigion of the SARS-Cov2 virus.
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
整理知识图谱相关学习资料
A curated list of network embedding techniques.
A simple SIR model in Python
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
Source Codes: Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks--AAAI 2020
BiMPM: Bilateral Multi-Perspective Matching for Natural Language Sentences
simple implementation of the borda count in python
A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).
Information Diffusion Prediction via Recurrent Cascades Convolution
CCF-BDCI 2018年汽车行业用户观点主题及情感识别挑战赛 第6名解决方案
This program simulates how a message would be passed through a CDMA network. From the sender to the receiver using a multiplexer and demultiplexer.
An influence maximization model based on various centrality measurement methods and IC model
中文谣言数据
简单好用的lda话题模型,支持中英文。该库基于gensim和pyLDAvis,实现了lda话题模型及可视化功能。
Phys. Rev. E 90, 062817, PLoS ONE 9(6): e97857. doi: 10.1371/journal.pone.0097857
This project aims to perform the community detection in multi-layer graph using subspace analysis on Grassmann manifolds method.
model for computing communities in large networks using random walks
CN Assignments
Implementation of a random-walk based algorithm Walktrap to efficiently find clusters in graphs.
Message-Passing framework for SIR epidemic spreading on temporal networks
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018)
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.