Topic: unsupervised-learning Goto Github

👇 Here are 3142 public repositories matching this topic...

aapatel09 / handson-unsupervised-learning
unsupervised-learning,Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)
User: aapatel09
unsupervised-learning machine-learning clustering anomaly-detection autoencoders generative-adversarial-network artificial-intelligence deep-learning

advimman / hidt
unsupervised-learning,Official repository for the paper "High-Resolution Daytime Translation Without Domain Labels" (CVPR2020, Oral)
Organization: advimman
computational-photography deep-learning gan generative-adversarial-network high-resolution image-editing image-generation image-processing image-to-image-translation style-transfer unsupervised-learning

afshinea / stanford-cs-229-machine-learning
unsupervised-learning,VIP cheatsheets for Stanford's CS 229 Machine Learning
User: afshinea
Home Page: https://stanford.edu/~shervine/teaching/cs-229
cheatsheet machine-learning data-science supervised-learning unsupervised-learning deep-learning ml-cheatsheet cs229

artix41 / awesome-transfer-learning
unsupervised-learning,Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
User: artix41
transfer-learning domain-adaptation unsupervised-learning paper awesome-list

asheeshcric / awesome-contrastive-self-supervised-learning
unsupervised-learning,A comprehensive list of awesome contrastive self-supervised learning papers.
User: asheeshcric
hacktoberfest-accepted self-supervised-learning representation-learning unsupervised-learning deep-learning transfer-learning

athena-team / athena
unsupervised-learning,an open-source implementation of sequence-to-sequence based speech processing engine
Organization: athena-team
Home Page: https://athena-team.readthedocs.io
speech-recognition asr transformer tensorflow ctc unsupervised-learning sequence-to-sequence deployment wfst speaker-recognition

auspicious3000 / autovc
unsupervised-learning,AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
User: auspicious3000
Home Page: https://arxiv.org/abs/1905.05879
voice-conversion speech-synthesis generative-models tacotron-pytorch wavenet-vocoder unsupervised-learning

auspicious3000 / speechsplit
unsupervised-learning,Unsupervised Speech Decomposition Via Triple Information Bottleneck
User: auspicious3000
Home Page: http://arxiv.org/abs/2004.11284
voice-conversion unsupervised-learning disentangled-representations

benedekrozemberczki / awesome-community-detection
unsupervised-learning,A curated list of community detection research papers with implementations.
User: benedekrozemberczki
graph-clustering network-clustering clustering dimensionality-reduction factorization embedding deep-learning matrix-factorization igraph networkx

benedekrozemberczki / graph2vec
unsupervised-learning,A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
deepwalk diff2vec gemsec graph-embedding graph-kernel graph-wavelet graph2vec implicit-matrix-factorization kernel machine-learning matrix-factorization node-embedding node2vec noise-contrastive-estimation struc2vec subgraph2vec transformer unsupervised-learning weisfeiler-lehman word2vec

benedekrozemberczki / karateclub
unsupervised-learning,Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io
community-detection graph-clustering deepwalk networkx louvain network-science machine-learning unsupervised-learning gcn node2vec

carpedm20 / discogan-pytorch
unsupervised-learning,PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
User: carpedm20
gan generative-model unsupervised-learning pytorch

elliottwu / unsup3d
unsupervised-learning,(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
User: elliottwu
3d-objects 3d 3d-reconstuction unsupervised unsupervised-learning cvpr cvpr-2020 cvpr2020 pytorch

google-research / simclr
unsupervised-learning,SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
Organization: google-research
Home Page: https://arxiv.org/abs/2006.10029
simclr contrastive-learning representation-learning self-supervised-learning unsupervised-learning computer-vision simclrv2

gregversteeg / corex_topic
unsupervised-learning,Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
User: gregversteeg
python machine-learning unsupervised-learning topic-modeling information-theory

greyhatguy007 / machine-learning-specialization-coursera
unsupervised-learning, Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
User: greyhatguy007
andrew-ng andrew-ng-machine-learning coursera coursera-assignment coursera-specialization deep-learning linear-regression logistic-regression machine-learning python

hollobit / all-about-the-gan
unsupervised-learning,All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
User: hollobit
gan adversarial-networks arxiv neural-network unsupervised-learning adversarial-nets image-synthesis deep-learning generative-adversarial-network medical-imaging

hypergan / hypergan
unsupervised-learning,Composable GAN framework with api and user interface
Organization: hypergan
gan unsupervised-learning generative-adversarial-network artificial-intelligence machine-learning machine-learning-api python online-learning computer-vision pytorch

jaanli / variational-autoencoder
unsupervised-learning,Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
User: jaanli
Home Page: https://jaan.io/what-is-variational-autoencoder-vae-tutorial/
vae machine-learning tensorflow variational-autoencoder variational-inference probabilistic-graphical-models deep learning deep-learning deep-neural-networks pytorch unsupervised-learning autoregressive-neural-networks

jindongwang / transferlearning
unsupervised-learning,Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
User: jindongwang
Home Page: http://transferlearning.xyz/
transferlearning domain-adaptation transfer-learning survey deep-learning generalization few-shot tutorial-code theory papers

justglowing / minisom
unsupervised-learning,:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
User: justglowing
machine-learning vector-quantization som neural-networks unsupervised-learning manifold-learning self-organizing-map clustering outlier-detection dimensionality-reduction

lirongwu / awesome-graph-self-supervised-learning
unsupervised-learning,Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
User: lirongwu
self-supervised-learning machine-learning unsupervised-learning graph-neural-networks pre-training data-augmentation pretext-task representation-learning transfer-learning deep-learning

lujiajin / one-pot_multi-frame_denoising
unsupervised-learning,The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".
User: lujiajin
Home Page: https://link.springer.com/article/10.1007/s11263-023-01887-7
image-denoising unsupervised-learning

matthewvowels1 / awesome-vaes
unsupervised-learning,A curated list of awesome work on VAEs, disentanglement, representation learning, and generative models.
User: matthewvowels1
vae variational-autoencoder awesome-list disentanglement disentangled-representations representation-learning deep-learning generative-model unsupervised-learning variational-inference variational-auto-encoder variational-bayes

mhamilton723 / stego
unsupervised-learning,Unsupervised Semantic Segmentation by Distilling Feature Correspondences
User: mhamilton723
computer-vision deep-learning iclr2022 pytorch semantic-segmentation unsupervised-learning

minqi824 / adbench
unsupervised-learning,Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
User: minqi824
anomaly-detection benchmark data-mining deep-learning machine-learning outlier-detection semi-supervised-learning supervised-learning unsupervised-learning data-sicence

minzhang-whu / change-detection-review
unsupervised-learning,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.
User: minzhang-whu
Home Page: https://github.com/MinZHANG-WHU/Change-Detection-Review
change-detection open-datasets deep-learning remote-sensing artificial-intelligence review streetview sar unsupervised-learning code

mleveryday / 100-days-of-ml-code
unsupervised-learning,100-Days-Of-ML-Code中文版
Organization: mleveryday
machine-learning python 100-days-of-ml-code chinese-simplified infographics tutorial jupyter-notebook tensorflow keras supervised-learning

open-mmlab / mmselfsup
unsupervised-learning,OpenMMLab Self-Supervised Learning Toolbox and Benchmark
Organization: open-mmlab
Home Page: https://mmselfsup.readthedocs.io/en/latest/
self-supervised-learning unsupervised-learning pytorch moco simclr simsiam mae masked-image-modeling beit

opencog / opencog
unsupervised-learning,A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
Organization: opencog
Home Page: http://wiki.opencog.org/w/Development
agi natural-language natural-language-inference natural-language-understanding robotics robot-controller learning learning-algorithm unsupervised-learning unsupervised-machine-learning

openvinotoolkit / anomalib
unsupervised-learning,An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Organization: openvinotoolkit
Home Page: https://anomalib.readthedocs.io/en/latest/
anomaly-localization anomaly-segmentation anomaly-detection unsupervised-learning neural-network-compression openvino

owainlewis / awesome-artificial-intelligence
unsupervised-learning,A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
User: owainlewis
machine-learning machine-intelligence artificial-intelligence reinforcement-learning intelligent-systems deep-learning intelligent-machines ai statistical-learning unsupervised-learning neural-network

pathak22 / context-encoder
unsupervised-learning,[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
User: pathak22
Home Page: https://www.cs.cmu.edu/~dpathak/context_encoder/
computer-graphics computer-vision context-encoders dcgan deep-learning gan generative-adversarial-network image-inpainting machine-learning unsupervised-learning

petarv- / dgi
unsupervised-learning,Deep Graph Infomax (https://arxiv.org/abs/1809.10341)
User: petarv-
deep-graph-infomax graph-convolutional-networks neural-networks python pytorch unsupervised-learning unsupervised-node-embedding

rasbt / mlxtend
unsupervised-learning,A library of extension and helper modules for Python's data analysis and machine learning libraries.
User: rasbt
Home Page: https://rasbt.github.io/mlxtend/
python machine-learning data-science data-mining association-rules supervised-learning unsupervised-learning

seldonio / alibi-detect
unsupervised-learning,Algorithms for outlier, adversarial and drift detection
Organization: seldonio
Home Page: https://docs.seldon.io/projects/alibi-detect/en/stable/
anomaly outlier concept-drift detection unsupervised-learning semi-supervised-learning adversarial data-drift drift-detection time-series

separius / awesome-sentence-embedding
unsupervised-learning, A curated list of pretrained sentence and word embedding models
User: separius
wordembedding word-embeddings sentence-embeddings nlp pretrained-embedding awesome-list pretrained-models unsupervised-learning sentence-representations contextualized-representation

sintel-dev / orion
unsupervised-learning,A machine learning library for detecting anomalies in signals.
Organization: sintel-dev
Home Page: https://sintel.dev/Orion/
anomaly-detection deep-learning machine-learning time-series benchmarking signals unsupervised-learning orion data-science generative-adversarial-network

spijkervet / simclr
unsupervised-learning,PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations by T. Chen et al.
User: spijkervet
simclr pytorch contrastive-learning unsupervised-learning representation-learning

sthalles / simclr
unsupervised-learning,PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
User: sthalles
Home Page: https://sthalles.github.io/simple-self-supervised-learning/
machine-learning deep-learning representation-learning pytorch-implementation pytorch torchvision unsupervised-learning contrastive-loss simclr

tensorflow / similarity
unsupervised-learning,TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
Organization: tensorflow
similarity-learning metric-learning similarity-search nearest-neighbor-search nearest-neighbors deep-learning tensorflow contrastive-learning machine-learning unsupervised-learning clustering python simclr simclr2 barlow-twins simsiam cosine-similarity knn

tinghuiz / sfmlearner
unsupervised-learning,An unsupervised learning framework for depth and ego-motion estimation from monocular videos
User: tinghuiz
deep-learning depth-prediction visual-odometry self-supervised-learning unsupervised-learning

vita-group / enlightengan
unsupervised-learning,[IEEE TIP] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang
Organization: vita-group
unsupervised-learning generative-adversarial-networks gan pytorch low-light-enhance low-light

voxelmorph / voxelmorph
unsupervised-learning,Unsupervised Learning for Image Registration
User: voxelmorph
image-registration image-alignment machine-learning deep-learning probabilistic diffeomorphism unsupervised-learning optical-flow

wvangansbeke / unsupervised-classification
unsupervised-learning,SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
User: wvangansbeke
Home Page: https://arxiv.org/abs/2005.12320
unsupervised-learning image-classification self-supervised-learning clustering eccv-2020 eccv2020 representation-learning contrastive-learning simclr moco

yanndubs / disentangling-vae
unsupervised-learning,Experiments for understanding disentanglement in VAE latent representations
User: yanndubs
beta-vae factor-vae vae variational-autoencoder unsupervised-learning celeba dsprites beta-tcvae disentangled-representations chairs-dataset

yunjey / domain-transfer-network
unsupervised-learning,TensorFlow Implementation of Unsupervised Cross-Domain Image Generation
User: yunjey
tensorflow domain-transfer unsupervised-learning image-generation

yzhao062 / anomaly-detection-resources
unsupervised-learning,Anomaly detection related books, papers, videos, and toolboxes
User: yzhao062
outlier-detection anomaly-detection outlier outlier-ensembles time-series-analysis data-mining awesome awesome-list unsupervised-learning fraud

yzhao062 / pyod
unsupervised-learning,A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
User: yzhao062
Home Page: http://pyod.readthedocs.io
outlier-detection anomaly-detection outlier-ensembles outliers anomaly python machine-learning data-mining unsupervised-learning python3 fraud-detection autoencoder neural-networks deep-learning data-science data-analysis novelty-detection out-of-distribution-detection

zhirongw / lemniscate.pytorch
unsupervised-learning,Unsupervised Feature Learning via Non-parametric Instance Discrimination
User: zhirongw
computer-vision deep-learning unsupervised-learning imagenet pytorch nce cvpr2018 representation-learning self-supervised-learning