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1. Manifold-Learning Manifold-Learning Public

   Introduction to Manifold Learning - Mathematical Theory and Applied Python Examples (Multidimensional Scaling, Isomap, Locally Linear Embedding, Spectral Embedding/Laplacian Eigenmaps)

   Jupyter Notebook 224 37

2. hyperbolic-learning hyperbolic-learning Public

   Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)

   Jupyter Notebook 127 29

3. manifold-metric-learning manifold-metric-learning Public

   Python Implementation of Metric Learning on Generalized Manifolds

   Jupyter Notebook 3

4. JMIR_CV_Tutorial JMIR_CV_Tutorial Public template

   Sketch of Repository for CV tutorial for JMIR AI Submissions

   Jupyter Notebook 2

5. lie-group-rotations lie-group-rotations Public

   Exploring matrix manifolds, lie group theory, and their application to learning rotations

   Jupyter Notebook 5

6. Hyperbolic-ICD-Embeddings-MIMIC3 Hyperbolic-ICD-Embeddings-MIMIC3 Public

   Hyperbolic Embeddings of ICD Diagnostic Codes with Real Hospital Data (MIMIC-3) & Mortality Prediction in the ICU

   Jupyter Notebook 1