unsupervised-learning

There are 56 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 22033
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
18724
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 14154
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
12444
yzhao062 / pyod
A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques
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 python3 unsupervised-learning
Language:Python 9573
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 9018
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 decision-trees deep-learning linear-regression logistic-regression machine-learning mooc neural-network python recommendation-system solutions supervised-machine-learning tensorflow unsupervised-learning unsupervised-machine-learning
Language:Jupyter Notebook 6440
open-edge-platform / 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 geti
Language:Python 5121
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 5082
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 4397
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 3288
voxelmorph / voxelmorph
Unsupervised Learning for Image Registration
deep-learning diffeomorphism image-alignment image-registration machine-learning optical-flow probabilistic unsupervised-learning
Language:Python 2577
sthalles / SimCLR
PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations
contrastive-loss deep-learning machine-learning pytorch pytorch-implementation representation-learning simclr torchvision unsupervised-learning
Language:Jupyter Notebook 2459
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:Jupyter Notebook 2450
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 2413
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 2411
Separius / awesome-sentence-embedding
A curated list of pretrained sentence and word embedding models
wordembedding word-embeddings sentence-embeddings nlp pretrained-embedding awesome-list pretrained-models unsupervised-learning sentence-representations contextualized-representation awesome natural-language subword-models embedding-models cross-lingual bert pretrained-language-model language-model
Language:Python 2285
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 2255
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 2005
artix41 / awesome-transfer-learning
Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
awesome-list domain-adaptation paper transfer-learning unsupervised-learning
1762
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 kohonen
Language:Python 1557
free-ai-resources
mrsaeeddev / free-ai-resources
🚀 FREE AI Resources - 🎓 Courses, 👷 Jobs, 📝 Blogs, 🔬 AI Research, and many more - for everyone!
artificial-intelligence artificial-neural-networks machine-learning machine-learning-algorithms machinelearning data-science ai research data data-science-projects data-science-learning deep-learning deep-neural-networks supervised-learning unsupervised-learning reinforcement-learning hacktoberfest2020 hacktoberfest
1535
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 1451
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
1421
sintel-dev / Orion
Unsupervised time series anomaly detection library
anomaly-detection deep-learning machine-learning time-series benchmarking signals unsupervised-learning orion data-science generative-adversarial-network
Language:Python 1324
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
1294
elliottwu / unsup3d
(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild
3d 3d-objects 3d-reconstuction cvpr cvpr-2020 cvpr2020 pytorch unsupervised unsupervised-learning
Language:Python 1195
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 1185
jaanli / variational-autoencoder
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
autoregressive-neural-networks deep deep-learning deep-neural-networks learning machine-learning probabilistic-graphical-models pytorch tensorflow unsupervised-learning vae variational-autoencoder variational-inference
Language:Python 1174
LujiaJin / One-Pot_Multi-Frame_Denoising
The official implementation of IJCV & BMVC 2022 paper "One-Pot Multi-frame Denoising".
image-denoising unsupervised-learning
Language:Python 1146
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 1099
auspicious3000 / autovc
AutoVC: Zero-Shot Voice Style Transfer with Only Autoencoder Loss
generative-models speech-synthesis tacotron-pytorch unsupervised-learning voice-conversion wavenet-vocoder
Language:Python 1079
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
gan generative-adversarial-networks low-light low-light-enhance pytorch unsupervised-learning
Language:Python 1044
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 1022
Minqi824 / ADBench
Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.
anomaly-detection benchmark data-mining deep-learning machine-learning outlier-detection semi-supervised-learning supervised-learning unsupervised-learning data-sicence ensemble-learning neural-networks python
Language:Python 993
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++ 963

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

greyhatguy007 / Machine-Learning-Specialization-Coursera

open-edge-platform / anomalib

rasbt / mlxtend

google-research / simclr

open-mmlab / mmselfsup

voxelmorph / voxelmorph

sthalles / SimCLR

SeldonIO / alibi-detect

opencog / opencog

benedekrozemberczki / awesome-community-detection

Separius / awesome-sentence-embedding

benedekrozemberczki / karateclub

tinghuiz / SfMLearner

artix41 / awesome-transfer-learning

JustGlowing / minisom

mrsaeeddev / free-ai-resources

wvangansbeke / Unsupervised-Classification

LirongWu / awesome-graph-self-supervised-learning

sintel-dev / Orion

asheeshcric / awesome-contrastive-self-supervised-learning

elliottwu / unsup3d

HyperGAN / HyperGAN

jaanli / variational-autoencoder

LujiaJin / One-Pot_Multi-Frame_Denoising

carpedm20 / DiscoGAN-pytorch

auspicious3000 / autovc

VITA-Group / EnlightenGAN

tensorflow / similarity

Minqi824 / ADBench

athena-team / athena