Training a Word2Vec Model with Gensim Library

Preparation 1. Install Gensim Library Install using pip: !pip install gensim 2. Tokenize the Raw Corpus We use the novel "In the Name of the People" as the corpus and apply jieba for tokenization. import jieba import jieba.analyse # Add terms to improve jieba segmentation accuracy jieba.suggest_freq('Sha Ruijin', True) jieba.suggest ...

Posted on Sun, 13 Sep 2026 16:06:46 +0000 by mybikeisace

GUI-Based Word Cloud Generator in Python

A desktop application built with Python that generates word clouds from text files using a graphical user interface. Users can select any plain text document—supporting both Chinese and English—and optionally provide a mask image to shape the resulting word cloud. The interface also includes an image viewer for previewing background or mask ima ...

Posted on Tue, 30 Jun 2026 18:13:30 +0000 by offnordberg

Complete Configuration Guide for django-haystack Full-Text Search with Chinese Support

Dependencies Installation Install required packages first: pip install django-haystack whoosh jieba Core Settings Configuration Add haystack to the end of INSTALLED_APPS in your project's settings.py to avoid resource override conflicts: INSTALLED_APPS = [ # Pre-existing application entries 'django.contrib.auth', 'django.contrib.co ...

Posted on Sun, 10 May 2026 07:01:03 +0000 by ou812