336 Open source projects that are alternatives of or similar to Textmining

A practical guide to topic mining and interactive visualizations

Machine Learning Lectures at the European Space Agency (ESA) in 2018

Term frequency–inverse document frequency for Chinese novel/documents implemented in python.

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.

Topic modelling on financial news with Natural Language Processing

Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019

Jupyter notebooks for our O'Reilly book "Blueprints for Text Analysis Using Python"

🇺🇸 Search and Extract Corpus Elements from 'The American Presidency Project'

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

Make a DocumentTermMatrix faster

Extracting biomedical relationships from literature with Snorkel 🏊

【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]

微博自动摘要系统 Chinese Microblog Automatic Summary System

Sentence Similarity Estimator (SenSim)

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

IResearch is a cross-platform, high-performance document oriented search engine library written entirely in C++ with the focus on a pluggability of different ranking/similarity models

Just a crawler based on tg-cli for Telegram. Deprecated by now, please use telegram-export.

IPO Investment via Text Mining.

a solution for competition of kaggle `Human or Robot`

📖 Sacred texts in R

No description or website provided.

Strips boilerplate from Project Gutenberg text files

主要使用python+Scrapy框架去抓取新闻网站

FBLYZE is a Facebook scraping system and analysis system.

Build a Flask web application to help users retrieve key restaurant information and feature-based reviews (generated by applying market-basket model – Apriori algorithm and NLP on user reviews).

使用sklearn做特征工程

R package to Embed All the Things! using StarSpace

🔬 Очистка датасетов от мусора (нормализация, препроцессинг)

Notebooks for teaching Named Entity Recognition at the Cultural Heritage Data School, run by Cambridge Digital Humanities

中文复合事件抽取，能识别文本的模式，包括条件事件、顺承事件、反转事件等，可以用于文本逻辑性分析。

Tools for fast text stemming & lemmatization

DIAGNOSIS OF DIABETIC RETINOPATHY FROM FUNDUS IMAGES USING SVM, KNN, and attention-based CNN models with GradCam score for interpretability,

TEANAPS 라이브러리를 활용한 자연어 처리와 텍스트 분석 방법론에 대해 다룹니다.

Kai Sheng Teh - Udacity Data Analyst Nanodegree

TextDigester: document summarization java library

新闻搜索引擎

Stock predictor using Machine Learning

DataHub - Synthetic data library

Natural Language Processing for Spanish in Node.js. Stemmer, sentiment analysis, readability, tf-idf with batteries, concordance and more!

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

A Locality Sensitive Hashing (LSH) library with an emphasis on large, highly-dimensional datasets.

机器学习数据，预测趋势并画图

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

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

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

SciKIt-learn Pipeline in PAndas

Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.

A Carpentry style lesson on machine learning with Python and scikit-learn.

به فارسی، برای مشارکت scikit-learn

simple tutorial on Machine Learning with Scikitlearn

An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

Text summarization starting from scratch.

Projects & Libraries related to Quran & Arabic Language

Machine Learning project a case study focused on the interaction with digital characters, using a character called "Kaio", which, based on the automatic detection of facial expressions and classification of emotions, interacts with humans by classifying emotions and imitating expressions

Lectures in Urban Data Science Lab, Seoul

机器学习教程，本教程包含基于numpy、sklearn与tensorflow机器学习，也会包含利用spark、flink加快模型训练等用法。本着能够较全的引导读者入门机器学习。

A Python Bot for Scraping Conversations from Twitter

Text2Text: Cross-lingual natural language processing and generation toolkit

Text Mining for Indonesian Online News Articles About Corona

demonstrating use of convolution neural networks to detect objects in a video