Topic modeling using Bertopic of 3 versions: basic, guided, dynamic, includes side-to-side comparison with Guided LDA
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Apr 6, 2023 - Jupyter Notebook
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berttopic
Here are 8 public repositories matching this topic...
Code for post blog
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Jan 10, 2025 - Python
This project explores the factors influencing the success of anime and manga using a combination of machine learning techniques. It leverages both unsupervised learning to derive key themes from titles and synopses, and supervised learning to predict user ratings on MyAnimeList.
python nlp machine-learning deep-learning anime sklearn manga pandas pytorch supervised-learning topic-modeling feature-engineering unsupervised-learning berttopic
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Nov 15, 2024 - Jupyter Notebook
Thesis project for the MSc "Language Technology" of the National and Kapodistrian University of Athens (NKUA)
nlp machine-translation transformers clustering-evaluation shared-tasks multi-document-summarization low-resource-languages optuna sentence-transformers greek-bert keypoint-matching berttopic mistral-7b peft-fine-tuning-llm keypoint-analysis keypoint-generation
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Feb 7, 2025 - HTML
Embedding-based topic modeling workflows with BERTopic and R/Python bridges for media and communication datasets.
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Jul 18, 2026 - R
automatically label documents based on the textual content present near key areas of interest
cluster-analysis k-means-clustering colab-notebook bert-embeddings streamlit-dashboard kaggale berttopic
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Jan 18, 2025 - Python
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