Topic Modeling
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stephenhky /PyShortTextCategorization
Various Algorithms for Short Text Mining
$ git clone https://github.com/stephenhky/PyShortTextCategorization.gitStars
472
472
Forks
75
75
Language
Python
License
MIT
Created
Oct 6, 2016
10.0 years old
Last push
Sep 18, 2026
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Topic Modeling
binoydutt/Resume-Job-Description-Matching
The purpose of this project was to defeat the current Application Tracking System used by most of the organization to filter out resumes. In order to achieve this goal I had to come up with a universal score which can help the applicant understand the current status of the match. The following steps were undertaken for this project 1) Job Descriptions were collected from Glass Door Web Site using Selenium as other scrappers failed 2) PDF resume parsing using PDF Miner 3) Creating a vector representation of each Job Description - Used word2Vec to create the vector in 300-dimensional vector space with each document represented as a list of word vectors 4) Given each word its required weights to counter few Job Description specific words to be dealt with - Used TFIDF score to get the word weights. 5) Important skill related words were given higher weights and overall mean of each Job description was obtained using the product for word vector and its TFIDF scores 6) Cosine Similarity was used get the similarities of the Job Description and the Resume 7) Various Natural Language Processing Techniques were identified to suggest on the improvements in the resume that could help increase the match score
🧠 Natural Language Processing
Pythonno licenseupdated Jul 22, 2021
Topic Modeling
dselivanov/text2vec
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
🧬 Embeddings🧠 Natural Language Processing💎 Text Mining
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Topic Modeling
ArikReuter/TopicGPT
TopicGPT allows to integrate the benefits of LLMs into Topic Modelling
🧠 Natural Language Processing💎 Text Mining
PythonMITupdated Sep 19, 2025
Topic Modeling
piskvorky/gensim
Topic Modelling for Humans
🧬 Embeddings🔍 Search & Retrieval🧠 Natural Language Processing
PythonLGPL-2.1updated Nov 1, 2025
Topic Modeling
charlesdedampierre/BunkaTopics
🗺️ Data Cleaning and Textual Data Visualization 🗺️
📝 Text Summarization🧠 Natural Language Processing
PythonMITupdated May 23, 2025
Data from GitHub · snapshot Sep 24, 2026