924 Open source projects that are alternatives of or similar to Fake_news_detection

This case study shows how to create a model for text analysis and classification and deploy it as a web service in Azure cloud in order to automatically classify support tickets. This project is a proof of concept made by Microsoft (Commercial Software Engineering team) in collaboration with Endava http://endava.com/en

Awesome-Text-Classification Projects,Papers,Tutorial .

🗣️ Tool to generate adversarial text examples and test machine learning models against them

RMDL: Random Multimodel Deep Learning for Classification

BERT, LDA, and TFIDF based keyword extraction in Python

【微信公众号：大邓和他的python】, Python语法快速入门https://www.bilibili.com/video/av44384851 Python网络爬虫快速入门https://www.bilibili.com/video/av72010301, 我的联系邮箱[email protected]

Resources for learning about Text Mining and Natural Language Processing

Repo for Applied Text Mining in Python (coursera) by University of Michigan

Collection of stats, modeling, and data science tools in Python and R.

An easy-to-use library to extract indices from texts.

This repo contains regression and classification projects. Examples: development of predictive models for comments on social media websites; building classifiers to predict outcomes in sports competitions; churn analysis; prediction of clicks on online ads; analysis of the opioids crisis and an analysis of retail store expansion strategies using…

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

A simple collection of well working NLP models (Keras, H2O, StarSpace) tuned and benchmarked on a variety of datasets.

A text analysis application for performing common NLP tasks through a web dashboard interface and an API

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Multi-class text categorization using state-of-the-art pre-trained contextualized language models, e.g. BERT

An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.

The Text Mining Elixir

CNN-RNN中文文本分类，基于TensorFlow

Machine Learning models from scratch with a better visualisation

Simple machine learning library / 簡單易用的機器學習套件

A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

文本分类基准测试

Data augmentation for NLP, presented at EMNLP 2019

all kinds of text classification models and more with deep learning

Relation Classification - SEMEVAL 2010 task 8 dataset

Text classification meets word embeddings.

HDLTex: Hierarchical Deep Learning for Text Classification

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Use machine learning in AppInventor, with easy training using text, images, or numbers through the Machine Learning for Kids website.

Loan Application Data Analysis

Text vectorization tool to outperform TFIDF for classification tasks

Pipeline for fast building text classification TF-IDF + LogReg baselines.

R package to Embed All the Things! using StarSpace

Implementing nlp papers relevant to classification with PyTorch, gluonnlp

🏭 JavaScript Machine Learning Toolkit

Chinese Question Classifier (Keras Implementation) on BQuLD

An Interactive Approach to Understanding Deep Learning with Keras

Language, Knowledge, Cognition

🍊 📄 Text Mining add-on for Orange3

List of textual data sources to be used for text mining in R

R wrapper for fastText

A Modern C++ Data Sciences Toolkit

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Text Mining in Python

Repository with all what is necessary for sentiment analysis and related areas

A curated list of data mining papers about fraud detection.

📈 Regression and Classification with UC Davis student quiz data and exam data

Natural language detection library for Rust. Try demo online: https://www.greyblake.com/whatlang/

Deep-Atrous-CNN-Text-Network: End-to-end word level model for sentiment analysis and other text classifications

Quantitative Discourse Analysis Package: Bridging the gap between qualitative data and quantitative analysis

Text Classification Algorithms: A Survey

All kinds of neural text classifiers implemented by Keras

The aim of this repository is to show a baseline model for text classification by implementing a LSTM-based model coded in PyTorch. In order to provide a better understanding of the model, it will be used a Tweets dataset provided by Kaggle.

Korpuslinguistik war noch nie so einfach...

Open Source research tool to search, browse, analyze and explore large document collections by Semantic Search Engine and Open Source Text Mining & Text Analytics platform (Integrates ETL for document processing, OCR for images & PDF, named entity recognition for persons, organizations & locations, metadata management by thesaurus & ontologies, search user interface & search apps for fulltext search, faceted search & knowledge graph)

Machine learning based text classification in JavaScript using n-grams and cosine similarity

The repository provides usefull python scripts for ML and data analysis

Code and Resources for "Applied Machine Learning"