Adithya Prasad PandeluDay 27: t-SNE and UMAP — Non-linear Dimensionality Reduction TechniquesPicture this: A master artist is tasked with painting a sprawling, 3D mountain landscape onto a flat canvas. The artist has to decide how…Nov 23
DhanushKumarTopic Modelling with BERTopicBERTopic is a topic modeling technique that leverages BERT (Bidirectional Encoder Representations from Transformers), a powerful language…Jul 1
Akmal ChaudhriQuick tip: Visualising Similarities Between CLIP Text and Image EmbeddingsUse PCA, UMAP and t-SNE with CLIPOct 24Oct 24
Aastha VarmaDimensionality Reduction: PCA, t-SNE, and UMAPDimensionality reduction is a useful process used in machine learning to reduce number of input variables or features in training dataset…Jul 14Jul 14
Stan BLKBoost Your Privacy: Using Utopia’s Map for Secure CommunicationIn today’s interconnected world, navigating digital channels and enhancing security is crucial. When it comes to communication tools and…Sep 16Sep 16
Adithya Prasad PandeluDay 27: t-SNE and UMAP — Non-linear Dimensionality Reduction TechniquesPicture this: A master artist is tasked with painting a sprawling, 3D mountain landscape onto a flat canvas. The artist has to decide how…Nov 23
DhanushKumarTopic Modelling with BERTopicBERTopic is a topic modeling technique that leverages BERT (Bidirectional Encoder Representations from Transformers), a powerful language…Jul 1
Akmal ChaudhriQuick tip: Visualising Similarities Between CLIP Text and Image EmbeddingsUse PCA, UMAP and t-SNE with CLIPOct 24
Aastha VarmaDimensionality Reduction: PCA, t-SNE, and UMAPDimensionality reduction is a useful process used in machine learning to reduce number of input variables or features in training dataset…Jul 14
Stan BLKBoost Your Privacy: Using Utopia’s Map for Secure CommunicationIn today’s interconnected world, navigating digital channels and enhancing security is crucial. When it comes to communication tools and…Sep 16
InMCD-UNISONbyFernando LunaUMAP: An alternative dimensionality reduction techniqueUMAP, short for Uniform Manifold Approximation and Projection is a powerful dimensionality reduction technique that has gained significant…May 30, 2023
Nivedita BhadraDimensionality Reduction using RUnderstanding dimensionality reduction technique with an example datasetAug 7
Rikesh PatelGraphically Speaking: The Science of Visualizing Sentence EmbeddingsExploring the use of word embeddings in visualizationMar 9
