unsupervised-learning topic

List unsupervised-learning repositories

minisom

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:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

Unsupervised-Classification

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SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

transferlearning

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Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

stanford-cs-229-machine-learning

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VIP cheatsheets for Stanford's CS 229 Machine Learning

vizuka

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Explore high-dimensional datasets and how your algo handles specific regions.

Change-Detection-Review

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A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.

similarity

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TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

simclr

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SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

SimCLR

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PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.