unsupervised-learning

There are 38 repositories under unsupervised-learning topic.

MLEveryday / 100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
100-days-of-ml-code chinese-simplified deep-learning infographics jupyter-notebook keras machine-learning python supervised-learning tensorflow tutorial unsupervised-learning
Language:Jupyter Notebook 19604
afshinea / stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
cheatsheet cs229 data-science deep-learning machine-learning ml-cheatsheet supervised-learning unsupervised-learning
15082
transferlearning
jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
transferlearning domain-adaptation transfer-learning survey deep-learning generalization few-shot tutorial-code theory papers few-shot-learning meta-learning domain-generalization representation-learning unsupervised-learning machine-learning self-supervised-learning paper style-transfer domain-adaption
Language:Python 11095
owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
machine-learning machine-intelligence artificial-intelligence reinforcement-learning intelligent-systems deep-learning intelligent-machines ai statistical-learning unsupervised-learning neural-network
7537
yzhao062 / anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
outlier-detection anomaly-detection outlier outlier-ensembles time-series-analysis data-mining awesome awesome-list unsupervised-learning fraud fraud-detection machine-learning graph-neural-networks
Language:Python 6993
yzhao062 / pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
anomaly anomaly-detection autoencoder data-analysis data-mining data-science deep-learning fraud-detection machine-learning neural-networks novelty-detection out-of-distribution-detection outlier-detection outlier-ensembles outliers python python2 python3 unsupervised-learning
Language:Python 6869
rasbt / mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
python machine-learning data-science data-mining association-rules supervised-learning unsupervised-learning
Language:Python 4327
google-research / simclr
SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
simclr contrastive-learning representation-learning self-supervised-learning unsupervised-learning computer-vision simclrv2
Language:Jupyter Notebook 3438
open-mmlab / mmselfsup
OpenMMLab Self-Supervised Learning Toolbox and Benchmark
self-supervised-learning unsupervised-learning pytorch moco simclr simsiam mae masked-image-modeling beit
Language:Python 2618
opencog / opencog
A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
agi natural-language natural-language-inference natural-language-understanding robotics robot-controller learning learning-algorithm unsupervised-learning unsupervised-machine-learning unsupervised-learning-algorithms
Language:Scheme 2233
awesome-community-detection
benedekrozemberczki / awesome-community-detection
A curated list of community detection research papers with implementations.
graph-clustering network-clustering clustering dimensionality-reduction factorization embedding deep-learning matrix-factorization igraph networkx bigclam network-science social-network network-analysis node2vec deepwalk unsupervised-learning data-science machine-learning community-detection
Language:Python 2113
Separius / awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
awesome awesome-list bert contextualized-representation cross-lingual embedding-models language-model natural-language nlp pretrained-embedding pretrained-language-model pretrained-models sentence-embeddings sentence-representations subword-models unsupervised-learning word-embeddings wordembedding
Language:Python 2111
karateclub
benedekrozemberczki / karateclub
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)
community-detection graph-clustering deepwalk networkx louvain network-science machine-learning unsupervised-learning gcn node2vec graph2vec supervised-learning sklearn networkx-graph scikit label-propagation graph-embedding network-embedding node-embedding 2vec
Language:Python 1854
tinghuiz / SfMLearner
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
deep-learning depth-prediction visual-odometry self-supervised-learning unsupervised-learning
Language:Jupyter Notebook 1812
sthalles / SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
machine-learning deep-learning representation-learning pytorch-implementation pytorch torchvision unsupervised-learning contrastive-loss simclr
Language:Jupyter Notebook 1790
voxelmorph / voxelmorph
Unsupervised Learning for Image Registration
image-registration image-alignment machine-learning deep-learning probabilistic diffeomorphism unsupervised-learning optical-flow
Language:Python 1767
SeldonIO / alibi-detect
Algorithms for outlier, adversarial and drift detection
adversarial anomaly concept-drift data-drift detection drift-detection images outlier semi-supervised-learning tabular-data text time-series unsupervised-learning
Language:Python 1750
openvinotoolkit / anomalib
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
anomaly-localization anomaly-segmentation anomaly-detection unsupervised-learning neural-network-compression openvino
Language:Python 1730
artix41 / awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
transfer-learning domain-adaptation unsupervised-learning paper awesome-list
1580
JustGlowing / minisom
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
machine-learning vector-quantization som neural-networks unsupervised-learning manifold-learning self-organizing-map clustering outlier-detection dimensionality-reduction
Language:Python 1208
HyperGAN / HyperGAN
Composable GAN framework with api and user interface
gan unsupervised-learning generative-adversarial-network artificial-intelligence machine-learning machine-learning-api python online-learning computer-vision pytorch sponsors hypergan
Language:Python 1178
Unsupervised-Classification
wvangansbeke / Unsupervised-Classification
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
unsupervised-learning image-classification self-supervised-learning clustering eccv-2020 eccv2020 representation-learning contrastive-learning simclr moco
Language:Python 1157
elliottwu / unsup3d
(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
3d-objects 3d 3d-reconstuction unsupervised unsupervised-learning cvpr cvpr-2020 cvpr2020 pytorch
Language:Python 1137
altosaar / variational-autoencoder
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
vae machine-learning tensorflow variational-autoencoder variational-inference probabilistic-graphical-models deep learning deep-learning deep-neural-networks pytorch unsupervised-learning autoregressive-neural-networks
Language:Python 1046
carpedm20 / DiscoGAN-pytorch
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
gan generative-model unsupervised-learning pytorch
Language:Jupyter Notebook 1036
LirongWu / awesome-graph-self-supervised-learning
Awesome Graph Self-Supervised Learning
self-supervised-learning machine-learning unsupervised-learning graph-neural-networks pre-training data-augmentation pretext-task representation-learning transfer-learning deep-learning
977
asheeshcric / awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
hacktoberfest-accepted self-supervised-learning representation-learning unsupervised-learning deep-learning transfer-learning
963
tensorflow / similarity
TensorFlow Similarity is a python package focused on making similarity learning quick and easy.
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
Language:Python 931
greyhatguy007 / Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
andrew-ng andrew-ng-machine-learning coursera coursera-assignment coursera-specialization deep-learning linear-regression logistic-regression machine-learning python solutions supervised-machine-learning unsupervised-machine-learning tensorflow recommendation-system unsupervised-learning decision-trees neural-network mooc
Language:Jupyter Notebook 888
yunjey / domain-transfer-network
TensorFlow Implementation of Unsupervised Cross-Domain Image Generation
tensorflow domain-transfer unsupervised-learning image-generation
Language:Python 864
athena-team / athena
an open-source implementation of sequence-to-sequence based speech processing engine
speech-recognition asr transformer tensorflow ctc unsupervised-learning sequence-to-sequence deployment wfst speaker-recognition tts speech-synthesis
Language:C++ 855
auspicious3000 / autovc
AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
voice-conversion speech-synthesis generative-models tacotron-pytorch wavenet-vocoder unsupervised-learning
Language:Python 846
pathak22 / context-encoder
[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs
image-inpainting context-encoders unsupervised-learning machine-learning generative-adversarial-network deep-learning computer-vision gan dcgan computer-graphics
Language:Lua 842
graph2vec
benedekrozemberczki / graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
graph2vec subgraph2vec graph-wavelet graph-embedding node-embedding deepwalk word2vec node2vec struc2vec graph-kernel weisfeiler-lehman kernel matrix-factorization implicit-matrix-factorization noise-contrastive-estimation diff2vec gemsec machine-learning unsupervised-learning transformer
Language:Python 829
sintel-dev / Orion
A machine learning library for detecting anomalies in signals.
anomaly-detection deep-learning machine-learning time-series benchmarking signals unsupervised-learning orion data-science generative-adversarial-network
Language:Python 753
VITA-Group / EnlightenGAN
[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
unsupervised-learning generative-adversarial-networks gan pytorch low-light-enhance low-light
Language:Python 751

unsupervised-learning

MLEveryday / 100-Days-Of-ML-Code

afshinea / stanford-cs-229-machine-learning

jindongwang / transferlearning

owainlewis / awesome-artificial-intelligence

yzhao062 / anomaly-detection-resources

yzhao062 / pyod

rasbt / mlxtend

google-research / simclr

open-mmlab / mmselfsup

opencog / opencog

benedekrozemberczki / awesome-community-detection

Separius / awesome-sentence-embedding

benedekrozemberczki / karateclub

tinghuiz / SfMLearner

sthalles / SimCLR

voxelmorph / voxelmorph

SeldonIO / alibi-detect

openvinotoolkit / anomalib

artix41 / awesome-transfer-learning

JustGlowing / minisom

HyperGAN / HyperGAN

wvangansbeke / Unsupervised-Classification

elliottwu / unsup3d

altosaar / variational-autoencoder

carpedm20 / DiscoGAN-pytorch

LirongWu / awesome-graph-self-supervised-learning

asheeshcric / awesome-contrastive-self-supervised-learning

tensorflow / similarity

greyhatguy007 / Machine-Learning-Specialization-Coursera

yunjey / domain-transfer-network

athena-team / athena

auspicious3000 / autovc

pathak22 / context-encoder

benedekrozemberczki / graph2vec

sintel-dev / Orion

VITA-Group / EnlightenGAN