Search Results - RepositoryStats

5.4k

20.9k

mit

1.1k

100-Days-Of-ML-Code中文版

keras python tutorial tensorflow infographics deep-learning jupyter-notebook machine-learning chinese-simplified 100-days-of-ml-code supervised-learning unsupervised-learning

Created 2018-08-05

323 commits to master branch, last one 2 years ago

stanford-cs-229-machine-learning afshinea

3.9k

17.1k

mit

708

VIP cheatsheets for Stanford's CS 229 Machine Learning

cs229 cheatsheet data-science deep-learning ml-cheatsheet machine-learning supervised-learning unsupervised-learning

Created 2018-08-04

178 commits to master branch, last one 4 years ago

transferlearning jindongwang

3.8k

13.0k

mit

341

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

Created 2017-04-30

1,152 commits to master branch, last one 22 days ago

awesome-artificial-intelligence owainlewis

1.7k

9.9k

unknown

628

A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.

ai deep-learning neural-network machine-learning intelligent-systems intelligent-machines machine-intelligence statistical-learning unsupervised-learning reinforcement-learning artificial-intelligence

Created 2015-01-27

191 commits to master branch, last one 3 months ago

pyod yzhao062

1.3k

8.1k

bsd-2-clause

146

A Comprehensive and Scalable Python Library for Outlier Detection (Anomaly Detection)

python anomaly python3 outliers autoencoder data-mining data-science data-analysis deep-learning fraud-detection neural-networks machine-learning anomaly-detection novelty-detection outlier-detection outlier-ensembles unsupervised-learning out-of-distribution-detection

Created 2017-10-03

1,749 commits to master branch, last one 12 days ago

anomaly-detection-resources yzhao062

1.7k

8.0k

agpl-3.0

287

Anomaly detection related books, papers, videos, and toolboxes

fraud awesome outlier data-mining awesome-list fraud-detection machine-learning anomaly-detection outlier-detection outlier-ensembles time-series-analysis graph-neural-networks unsupervised-learning

Created 2018-05-16

284 commits to master branch, last one about a month ago

mlxtend rasbt

850

4.8k

other

118

A library of extension and helper modules for Python's data analysis and machine learning libraries.

python data-mining data-science machine-learning association-rules supervised-learning unsupervised-learning

Created 2014-08-14

1,645 commits to master branch, last one 2 months ago

simclr google-research

622

4.0k

apache-2.0

47

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

simclr simclrv2 computer-vision contrastive-learning unsupervised-learning representation-learning self-supervised-learning

Created 2020-03-10

40 commits to master branch, last one about a year ago

anomalib openvinotoolkit

599

3.3k

apache-2.0

38

An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.

openvino anomaly-detection anomaly-localization anomaly-segmentation unsupervised-learning neural-network-compression

Created 2021-11-02

647 commits to main branch, last one 7 days ago

mmselfsup open-mmlab

425

3.1k

apache-2.0

44

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

mae beit moco simclr pytorch simsiam masked-image-modeling unsupervised-learning self-supervised-learning

Created 2020-06-12

654 commits to main branch, last one 11 months ago

Machine-Learning-Specialization-Coursera greyhatguy007

1.9k

2.9k

mit

30

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

mooc python coursera andrew-ng solutions tensorflow deep-learning decision-trees neural-network machine-learning linear-regression coursera-assignment logistic-regression recommendation-system unsupervised-learning coursera-specialization andrew-ng-machine-learning supervised-machine-learning unsupervised-machine-learning

Created 2022-06-16

138 commits to main branch, last one 5 months ago

opencog opencog

725

2.3k

other

283

A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

agi learning robotics natural-language robot-controller learning-algorithm unsupervised-learning natural-language-inference unsupervised-machine-learning natural-language-understanding unsupervised-learning-algorithms

Created 2012-10-24

28,892 commits to master branch, last one about a year ago

awesome-community-detection benedekrozemberczki

361

2.3k

cc0-1.0

109

A curated list of community detection research papers with implementations.

Created 2018-10-10

481 commits to master branch, last one 2 months ago

awesome-sentence-embedding Separius

259

2.2k

gpl-3.0

77

A curated list of pretrained sentence and word embedding models

nlp bert awesome awesome-list cross-lingual wordembedding language-model subword-models word-embeddings embedding-models natural-language pretrained-models sentence-embeddings pretrained-embedding unsupervised-learning sentence-representations pretrained-language-model contextualized-representation

This repository has been archived (exclude archived)

Created 2018-12-10

200 commits to master branch, last one 3 years ago

voxelmorph voxelmorph

566

2.2k

apache-2.0

48

Unsupervised Learning for Image Registration

optical-flow deep-learning probabilistic diffeomorphism image-alignment machine-learning image-registration unsupervised-learning

Created 2018-05-14

585 commits to dev branch, last one 3 months ago

SimCLR sthalles

449

2.2k

mit

20

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

simclr pytorch torchvision deep-learning contrastive-loss machine-learning unsupervised-learning pytorch-implementation representation-learning

Created 2020-02-17

144 commits to master branch, last one 3 years ago

alibi-detect SeldonIO

216

2.1k

other

37

Algorithms for outlier, adversarial and drift detection

text images anomaly outlier detection data-drift adversarial time-series tabular-data concept-drift drift-detection unsupervised-learning semi-supervised-learning

Created 2019-10-07

727 commits to master branch, last one 23 days ago

karateclub benedekrozemberczki

241

2.1k

gpl-3.0

38

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

Created 2019-12-05

2,314 commits to master branch, last one 3 months ago

SfMLearner tinghuiz

554

1.9k

mit

78

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

deep-learning visual-odometry depth-prediction unsupervised-learning self-supervised-learning

Created 2017-04-25

31 commits to master branch, last one 2 years ago

awesome-transfer-learning artix41

303

1.7k

unknown

94

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

paper awesome-list domain-adaptation transfer-learning unsupervised-learning

Created 2017-10-26

158 commits to master branch, last one 2 years ago

minisom JustGlowing

415

1.4k

mit

31

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

som clustering neural-networks machine-learning manifold-learning outlier-detection self-organizing-map vector-quantization unsupervised-learning dimensionality-reduction

Created 2013-07-03

592 commits to master branch, last one 15 days ago

Unsupervised-Classification wvangansbeke

268

1.3k

other

54

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

moco simclr eccv2020 eccv-2020 clustering contrastive-learning image-classification unsupervised-learning representation-learning self-supervised-learning

Created 2020-03-16

45 commits to master branch, last one about a year ago

awesome-graph-self-supervised-learning LirongWu

161

1.3k

unknown

16

Code for TKDE paper "Self-supervised learning on graphs: Contrastive, generative, or predictive"

pre-training pretext-task deep-learning machine-learning data-augmentation transfer-learning graph-neural-networks unsupervised-learning representation-learning self-supervised-learning

Created 2019-05-24

44 commits to main branch, last one 3 months ago

HyperGAN HyperGAN

167

1.2k

mit

41

Composable GAN framework with api and user interface

gan python pytorch hypergan sponsors computer-vision online-learning machine-learning machine-learning-api unsupervised-learning artificial-intelligence generative-adversarial-network

Created 2016-06-24

3,902 commits to master branch, last one 3 years ago

unsup3d elliottwu

196

1.2k

mit

33

(CVPR'20 Oral) Unsupervised Learning of Probably Symmetric Deformable 3D Objects from Images in the Wild

3d cvpr pytorch cvpr2020 cvpr-2020 3d-objects unsupervised 3d-reconstuction unsupervised-learning

Created 2020-03-10

14 commits to master branch, last one 2 years ago

awesome-contrastive-self-supervised-learning asheeshcric

122

1.2k

unknown

37

A comprehensive list of awesome contrastive self-supervised learning papers.

deep-learning transfer-learning unsupervised-learning hacktoberfest-accepted representation-learning self-supervised-learning

Created 2020-06-10

72 commits to master branch, last one 25 days ago

variational-autoencoder jaanli

256

1.1k

mit

34

Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)

vae deep pytorch learning tensorflow deep-learning machine-learning deep-neural-networks unsupervised-learning variational-inference variational-autoencoder autoregressive-neural-networks probabilistic-graphical-models

Created 2016-08-15

59 commits to master branch, last one about a month ago

DiscoGAN-pytorch carpedm20

225

1.1k

apache-2.0

40

PyTorch implementation of "Learning to Discover Cross-Domain Relations with Generative Adversarial Networks"

gan pytorch generative-model unsupervised-learning

Created 2017-03-17

49 commits to master branch, last one 6 years ago

similarity tensorflow

106

1.0k

apache-2.0

30

TensorFlow Similarity is a python package focused on making similarity learning quick and easy.

knn python simclr simclr2 simsiam clustering tensorflow barlow-twins deep-learning metric-learning machine-learning cosine-similarity nearest-neighbors similarity-search similarity-learning contrastive-learning unsupervised-learning nearest-neighbor-search

Created 2020-06-15

850 commits to master branch, last one 7 months ago

Orion sintel-dev

160

987

mit

30

A machine learning library for detecting anomalies in signals.

orion signals time-series benchmarking data-science deep-learning machine-learning anomaly-detection unsupervised-learning generative-adversarial-network

Created 2018-07-24

586 commits to master branch, last one 5 days ago