unsupervised-learning

There are 43 repositories under unsupervised-learning topic.

MLEveryday / 100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
machine-learning python 100-days-of-ml-code chinese-simplified infographics tutorial jupyter-notebook tensorflow keras supervised-learning unsupervised-learning deep-learning
Language:Jupyter Notebook 20792
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
16823
transferlearning
jindongwang / transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
deep-learning domain-adaptation domain-adaption domain-generalization few-shot few-shot-learning generalization machine-learning meta-learning paper papers representation-learning self-supervised-learning style-transfer survey theory transfer-learning transferlearning tutorial-code unsupervised-learning
Language:Python 12849
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
9633
yzhao062 / pyod
A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)
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
Language:Python 7938
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 7864
rasbt / mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
association-rules data-mining data-science machine-learning python supervised-learning unsupervised-learning
Language:Python 4758
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 3927
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-detection anomaly-localization anomaly-segmentation neural-network-compression openvino unsupervised-learning
Language:Python 3119
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 3080
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 2694
opencog / opencog
A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
agi learning learning-algorithm natural-language natural-language-inference natural-language-understanding robot-controller robotics unsupervised-learning unsupervised-learning-algorithms unsupervised-machine-learning
Language:Scheme 2315
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 2267
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 2188
voxelmorph / voxelmorph
Unsupervised Learning for Image Registration
deep-learning diffeomorphism image-alignment image-registration machine-learning optical-flow probabilistic unsupervised-learning
Language:Python 2153
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 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 2085
SeldonIO / alibi-detect
Algorithms for outlier, adversarial and drift detection
anomaly outlier concept-drift detection unsupervised-learning semi-supervised-learning adversarial data-drift drift-detection time-series images tabular-data text
Language:Python 2082
tinghuiz / SfMLearner
An unsupervised learning framework for depth and ego-motion estimation from monocular videos
deep-learning depth-prediction self-supervised-learning unsupervised-learning visual-odometry
Language:Jupyter Notebook 1926
artix41 / awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
transfer-learning domain-adaptation unsupervised-learning paper awesome-list
1675
JustGlowing / minisom
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
clustering dimensionality-reduction machine-learning manifold-learning neural-networks outlier-detection self-organizing-map som unsupervised-learning vector-quantization
Language:Python 1382
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 1303
LirongWu / awesome-graph-self-supervised-learning
Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"
self-supervised-learning machine-learning unsupervised-learning graph-neural-networks pre-training data-augmentation pretext-task representation-learning transfer-learning deep-learning
1280
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 1190
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 1183
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
1131
jaanli / 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 1118
carpedm20 / DiscoGAN-pytorch
PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"
gan generative-model pytorch unsupervised-learning
Language:Jupyter Notebook 1079
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 994
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 965
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 961
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++ 940
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 876
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 873
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 869
yunjey / domain-transfer-network
TensorFlow Implementation of Unsupervised Cross-Domain Image Generation
tensorflow domain-transfer unsupervised-learning image-generation
Language:Python 862

unsupervised-learning

MLEveryday / 100-Days-Of-ML-Code

afshinea / stanford-cs-229-machine-learning

jindongwang / transferlearning

owainlewis / awesome-artificial-intelligence

yzhao062 / pyod

yzhao062 / anomaly-detection-resources

rasbt / mlxtend

google-research / simclr

openvinotoolkit / anomalib

open-mmlab / mmselfsup

greyhatguy007 / Machine-Learning-Specialization-Coursera

opencog / opencog

benedekrozemberczki / awesome-community-detection

Separius / awesome-sentence-embedding

voxelmorph / voxelmorph

sthalles / SimCLR

benedekrozemberczki / karateclub

SeldonIO / alibi-detect

tinghuiz / SfMLearner

artix41 / awesome-transfer-learning

JustGlowing / minisom

wvangansbeke / Unsupervised-Classification

LirongWu / awesome-graph-self-supervised-learning

HyperGAN / HyperGAN

elliottwu / unsup3d

asheeshcric / awesome-contrastive-self-supervised-learning

jaanli / variational-autoencoder

carpedm20 / DiscoGAN-pytorch

tensorflow / similarity

sintel-dev / Orion

auspicious3000 / autovc

athena-team / athena

benedekrozemberczki / graph2vec

pathak22 / context-encoder

VITA-Group / EnlightenGAN

yunjey / domain-transfer-network