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https://web.archive.org/web/20200816173242im_/https://github.com/topics/unsupervised-learning
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1,278 public repositories
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Feb 18, 2020
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Jupyter Notebook
VIP cheatsheets for Stanford's CS 229 Machine Learning
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
A Python Toolbox for Scalable Outlier Detection (Anomaly Detection)
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Jul 27, 2020
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Python
A library of extension and helper modules for Python's data analysis and machine learning libraries.
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Jul 31, 2020
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Python
A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
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Aug 7, 2020
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Scheme
A curated list of pretrained sentence and word embedding models
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Aug 4, 2020
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Python
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
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Sep 7, 2019
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Jupyter Notebook
A curated list of community detection research papers with implementations.
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Aug 4, 2020
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Python
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
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Jul 27, 2020
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Jupyter Notebook
Find label errors in datasets, weak supervision, and learning with noisy labels.
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Jul 29, 2020
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Composable GAN framework with api and user interface
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Aug 16, 2020
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Python
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
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Mar 26, 2018
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Jupyter Notebook
A general purpose community detection and network embedding library for research built on NetworkX.
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Aug 12, 2020
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Self-Supervised Learning Toolbox and Benchmark
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Aug 14, 2020
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Python
TensorFlow Implementation of Unsupervised Cross-Domain Image Generation
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Jun 6, 2018
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Unsupervised Learning for Image Registration
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Aug 14, 2020
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Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
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Mar 30, 2020
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(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
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Jun 19, 2020
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[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
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Oct 3, 2018
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🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps
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Aug 16, 2020
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A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
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May 31, 2020
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PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
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Jul 3, 2020
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Jupyter Notebook
Unsupervised Feature Learning via Non-parametric Instance Discrimination
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Sep 3, 2018
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Official repository for the paper High-Resolution Daytime Translation Without Domain Labels (CVPR2020, Oral)
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Jul 17, 2020
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Jupyter Notebook
Implementation of "Lifting from the Deep: Convolutional 3D Pose Estimation from a Single Image"
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Mar 24, 2020
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Unsupervised Scale-consistent Depth and Ego-motion Learning from Monocular Video (NeurIPS 2019)
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Jun 21, 2020
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Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
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May 22, 2020
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Python
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