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GitHub topics: angular-loss

DaeDae1234/t-sne-mnist-visualization

This repository offers a clear implementation of t-SNE visualization on the MNIST dataset, showcasing how to effectively reduce dimensionality for better data interpretation. Explore the project structure and usage details to enhance your understanding of machine learning techniques! 🐙💻

Language: Jupyter Notebook - Size: 516 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

leeesangwon/PyTorch-Image-Retrieval

A PyTorch framework for an image retrieval task including implementation of N-pair Loss (NIPS 2016) and Angular Loss (ICCV 2017).

Language: Python - Size: 37.1 KB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 274 - Forks: 55

tomp11/metric_learning

Metric Learning (npair loss & angular loss) on mnist and Visualizing by t_SNE

Language: Python - Size: 380 KB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 8

Related Keywords
angular-loss 3 pytorch 3 deep-metric-learning 3 metric-learning 3 n-pair-loss 2 high-dimensional-data 1 jupyter-notebook 1 machine-learning 1 dimensionality-reduction 1 pca 1 portfolio-project 1 python 1 data-science 1 random-walk 1 scikit-learn 1 unsupervised-learning 1 visualization 1 image-retrieval 1 cpp 1