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klotz: umap*

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1. ArXiv Data Map

   A visual representation of papers on ArXiv using UMAP and nomic-embed.

   2024-10-12 Tags: arxiv, umap, data, map, visualization, clustering by klotz
2. A Visual Exploration of Semantic Text Chunking

   The article explains semantic text chunking, a technique for automatically grouping similar pieces of text to be used in pre-processing stages for Retrieval Augmented Generation (RAG) or similar applications. It uses visualizations to understand the chunking process and explores extensions involving clustering and LLM-powered labeling.

   2024-09-21 Tags: text, chunking, nlp, rag, dimensionality reduction, hierarchical clustering, umap, summarization, llm by klotz
3. How to Analyze 100-Dimensional Data with UMAP in Breathtakingly Beautiful Ways | Towards Data Science

   2021-10-22 Tags: umap, visualization, best practices, data science by klotz
4. Clustering sentence embeddings to identify intents in short text | by David Borrelli | Oct, 2021 | Towards Data Science

   2021-10-20 Tags: embedding, intent, umap, hdbscan, classification, machine learning by klotz
5. Chapter 14. Maximizing similarity with t-SNE and UMAP – Machine Learning with R, the tidyverse, and mlr – Dev Tutorials

   2021-09-15 Tags: t-sne, umap, r by klotz
6. Word2Vec + UMAP

   2021-09-08 Tags: word2vec, umap, visualization, t-sne by klotz
7. How Exactly UMAP Works - Towards Data Science

   2019-10-04 Tags: umap, tsne, dimensionality reduction by klotz
8. Dimensionality reduction for visualizing single-cell data using UMAP | Nature Biotechnology

   2019-03-18 Tags: dimensionality reduction, umap, biology, machine learning by klotz
9. A machine learning approach helps sort and label cell clusters in multiple dimensions

   2019-03-18 Tags: umap, dimensionality reduction, machine learning, deep learning by klotz
10. Powerful machine-learning technique enables biologists to analyze enormous data sets

    2019-03-18 Tags: umap, clustering, dimensionality, deep learning, machine learning, biology by klotz

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