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集合主题趋势排行榜
#

unsupervised-learning

Website
Wikipedia
https://static.github-zh.com/github_avatars/MLEveryday?size=40
MLEveryday / 100-Days-Of-ML-Code

#计算机科学#100-Days-Of-ML-Code中文版

机器学习Python100-days-of-ml-codechinese-simplifiedinfographics教程Jupyter NotebookTensorflowKerassupervised-learningunsupervised-learning深度学习
Jupyter Notebook 21.8 k
3 年前
https://static.github-zh.com/github_avatars/afshinea?size=40
afshinea / stanford-cs-229-machine-learning

#计算机科学#VIP cheatsheets for Stanford's CS 229 Machine Learning

cheatsheet机器学习数据科学supervised-learningunsupervised-learning深度学习ml-cheatsheetcs229
18.24 k
5 年前
jindongwang/transferlearning
https://static.github-zh.com/github_avatars/jindongwang?size=40
jindongwang / transferlearning

#计算机科学#Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

transferlearningdomain-adaptationtransfer-learningsurvey深度学习generalizationfew-shottutorial-codetheorypapersfew-shot-learningmeta-learningdomain-generalizationrepresentation-learningunsupervised-learning机器学习self-supervised-learningBukkitstyle-transfer
Python 13.95 k
4 个月前
https://static.github-zh.com/github_avatars/owainlewis?size=40
owainlewis / awesome-artificial-intelligence

#计算机科学#A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

机器学习人工智能reinforcement-learningintelligent-systems深度学习intelligent-machinesstatistical-learningunsupervised-learning神经网络
11.96 k
6 个月前
https://static.github-zh.com/github_avatars/yzhao062?size=40
yzhao062 / pyod

#计算机科学#A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

outlier-detectionanomaly-detectionoutlier-ensemblesoutliersanomalyPython机器学习data-miningunsupervised-learningfraud-detectionautoencoderneural-networks深度学习数据科学数据分析out-of-distribution-detection
Python 9.27 k
2 个月前
https://static.github-zh.com/github_avatars/yzhao062?size=40
yzhao062 / anomaly-detection-resources

#Awesome#Anomaly detection related books, papers, videos, and toolboxes

outlier-detectionanomaly-detectionoutlieroutlier-ensemblestime-series-analysisdata-miningAwesome Listsunsupervised-learningfraudfraud-detection机器学习graph-neural-networks
Python 8.76 k
2 个月前
https://static.github-zh.com/github_avatars/greyhatguy007?size=40
greyhatguy007 / Machine-Learning-Specialization-Coursera

#计算机科学# Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

andrew-ngandrew-ng-machine-learningCourseracoursera-assignment深度学习linear-regressionlogistic-regression机器学习Pythonsolutionssupervised-machine-learningTensorflowrecommendation-systemunsupervised-learningdecision-trees神经网络mooc
Jupyter Notebook 5.35 k
9 个月前
https://static.github-zh.com/github_avatars/rasbt?size=40
rasbt / mlxtend

#计算机科学#A library of extension and helper modules for Python's data analysis and machine learning libraries.

Python机器学习数据科学data-miningassociation-rulessupervised-learningunsupervised-learning
Python 5.02 k
5 个月前
https://static.github-zh.com/github_avatars/open-edge-platform?size=40
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-localizationanomaly-segmentationanomaly-detectionunsupervised-learningneural-network-compressionopenvino
Python 4.39 k
4 天前
https://static.github-zh.com/github_avatars/google-research?size=40
google-research / simclr

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

simclrcontrastive-learningrepresentation-learningself-supervised-learningunsupervised-learning机器视觉simclrv2
Jupyter Notebook 4.29 k
2 年前
https://static.github-zh.com/github_avatars/open-mmlab?size=40
open-mmlab / mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

self-supervised-learningunsupervised-learningPyTorchmocosimclrsimsiammasked-image-modelingbeit
Python 3.26 k
2 年前
https://static.github-zh.com/github_avatars/voxelmorph?size=40
voxelmorph / voxelmorph

#计算机科学#Unsupervised Learning for Image Registration

image-registrationimage-alignment机器学习深度学习probabilisticdiffeomorphismunsupervised-learningoptical-flow
Python 2.47 k
4 天前
https://static.github-zh.com/github_avatars/sthalles?size=40
sthalles / SimCLR

#计算机科学#PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

机器学习深度学习representation-learningpytorch-implementationPyTorchtorchvisionunsupervised-learningcontrastive-losssimclr
Jupyter Notebook 2.4 k
1 年前
https://static.github-zh.com/github_avatars/opencog?size=40
opencog / opencog

#学习与技能提升#A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

aginatural-languagenatural-language-inferencenatural-language-understandingRoboticslearningunsupervised-learning
Scheme 2.39 k
2 个月前
https://static.github-zh.com/github_avatars/SeldonIO?size=40
SeldonIO / alibi-detect

#时序数据库#Algorithms for outlier, adversarial and drift detection

anomalyoutlierconcept-driftdetectionunsupervised-learningsemi-supervised-learningdata-drifttime-seriesImagetabular-datatext
Jupyter Notebook 2.39 k
11 天前
benedekrozemberczki/awesome-community-detection
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / awesome-community-detection

#计算机科学#A curated list of community detection research papers with implementations.

graph-clusteringnetwork-clusteringclusteringdimensionality-reductionfactorizationembedding深度学习matrix-factorizationigraphnetworkxnetwork-sciencesocial-networknetwork-analysisnode2vecdeepwalkunsupervised-learning数据科学机器学习community-detection
Python 2.38 k
1 年前
https://static.github-zh.com/github_avatars/Separius?size=40
Separius / awesome-sentence-embedding

#自然语言处理# A curated list of pretrained sentence and word embedding models

word-embeddingssentence-embeddings自然语言处理Awesome Listspretrained-modelsunsupervised-learningnatural-languagecross-lingualbertpretrained-language-modellanguage-model
Python 2.26 k
4 年前
benedekrozemberczki/karateclub
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / karateclub

#计算机科学#Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

community-detectiongraph-clusteringdeepwalknetworkxlouvainnetwork-science机器学习unsupervised-learninggcnnode2vecgraph2vecsupervised-learningscikit-learngraph-embeddingnetwork-embeddingnode-embedding
Python 2.23 k
1 年前
https://static.github-zh.com/github_avatars/tinghuiz?size=40
tinghuiz / SfMLearner

#计算机科学#An unsupervised learning framework for depth and ego-motion estimation from monocular videos

深度学习depth-predictionvisual-odometryself-supervised-learningunsupervised-learning
Jupyter Notebook 2 k
4 年前
https://static.github-zh.com/github_avatars/artix41?size=40
artix41 / awesome-transfer-learning

#Awesome#Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

transfer-learningdomain-adaptationunsupervised-learningBukkitAwesome Lists
1.75 k
2 年前
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