51 Open source projects that are alternatives of or similar to NewsSearch

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Fast, efficient, in-memory Full Text Search for Kotlin

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Watchman: An open-source social-media event-detection system

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Given a job title and job description, the algorithm assigns a standard occupational classification (SOC) code to the job.

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使用tf-idf, TextRank4ZH等不同方式从中文文本中提取关键字，从中文文本中提取摘要和关键词

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

Fast Full Text Search based on BM25

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一个短视频app文本审核模块的实现思路及demo

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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

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

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It is a content based recommender system that uses tf-idf and cosine similarity for N Most SImilar Items from a dataset

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📖 Use Bi-normal Separation to find document vectors which is used to compute similarity for shorter sentences.

Implementation of algorithm in keyword extraction,including TextRank,TF-IDF and the combination of both

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An extremely simple Python library to perform TF-IDF document comparison.

several methods for text classification

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Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)

Simple NLP in Rust with Python bindings

Stringlifier is on Opensource ML Library for detecting random strings in raw text. It can be used in sanitising logs, detecting accidentally exposed credentials and as a pre-processing step in unsupervised ML-based analysis of application text data.

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DeFactoNLP: An Automated Fact-checking System that uses Named Entity Recognition, TF-IDF vector comparison and Decomposable Attention models.

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.

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