unsupervised-learning topic
minisom
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
vizuka
Explore high-dimensional datasets and how your algo handles specific regions.
Change-Detection-Review
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
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.