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unsupervised-learning

Here are 2,225 public repositories matching this topic...

MLEveryday / 100-Days-Of-ML-Code

100-Days-Of-ML-Code中文版

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

Updated Apr 6, 2022
Jupyter Notebook

afshinea / stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

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

Updated May 20, 2020

transferlearning

jindongwang / transferlearning

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

machine-learning deep-learning paper survey style-transfer theory transfer-learning papers representation-learning unsupervised-learning tutorial-code domain-adaptation generalization transferlearning meta-learning few-shot few-shot-learning self-supervised-learning domain-generalization domain-adaption

Updated May 10, 2022
Python

owainlewis / awesome-artificial-intelligence

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

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

Updated Feb 3, 2022

yzhao062 / anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

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

Updated Apr 6, 2022
Python

yzhao062 / pyod

Open

Autoencoder learning rate

2

msho-nb commented Mar 11, 2022

For the autoencoder in pyod, how do I adjust the learning rate?

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enhancement help wanted good first issue

Open

Cannot save AutoEncoder

6

Open

function generate_data

2

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rasbt / mlxtend

Sponsor

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

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

Updated May 14, 2022
Python

google-research / simclr

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

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

Updated Mar 5, 2022
Jupyter Notebook

opencog / opencog

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

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

Updated Nov 26, 2021
Scheme

Separius / awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

nlp awesome encoder paper natural-language word-embeddings evaluation awesome-list pretrained-models unsupervised-learning embedding-models language-model bert embedded-models cross-lingual wordembedding encoders sentence-embeddings pretrained-embedding sentence-representations contextualized-representation vector-map pooling-methods pretrained-language-model subword-models

Updated Apr 23, 2021
Python

open-mmlab / mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

pytorch unsupervised-learning moco self-supervised-learning simclr deepcluster simsiam swav

Updated May 13, 2022
Python

awesome-community-detection

benedekrozemberczki / awesome-community-detection

Sponsor

A curated list of community detection research papers with implementations.

data-science machine-learning deep-learning social-network clustering community-detection network-science deepwalk matrix-factorization networkx dimensionality-reduction factorization network-analysis unsupervised-learning igraph embedding graph-clustering node2vec network-clustering bigclam

Updated Mar 2, 2022
Python

tinghuiz / SfMLearner

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

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

Updated Oct 26, 2021
Jupyter Notebook

karateclub

benedekrozemberczki / karateclub

Sponsor

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

machine-learning sklearn community-detection network-science deepwalk networkx supervised-learning louvain unsupervised-learning network-embedding scikit label-propagation gcn graph-clustering node2vec networkx-graph graph-embedding graph2vec node-embedding 2vec

Updated Jan 22, 2022
Python

voxelmorph / voxelmorph

Unsupervised Learning for Image Registration

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

Updated May 3, 2022
Python

artix41 / awesome-transfer-learning

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

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

Updated Oct 6, 2021

sthalles / SimCLR

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

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

Updated Apr 20, 2022
Jupyter Notebook

SeldonIO / alibi-detect

Open

Factor out PyTorch device setting

arnaudvl commented Apr 27, 2022

Various detectors set torch.device as follows:

       # set backend
        if device is None or device.lower() in ['gpu', 'cuda']:
            self.device = torch.device('cuda' if torch.cuda.is_available() else 'cpu')
            if self.device.type == 'cpu':
                print('No GPU detected, fall back on CPU.')
        else:
            self.device = torch.device('cpu

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good first issue Priority: Low Type: Enhancement

Open

Spot the diff drift detection- inconsistent results while multiple run

6

Open

Simplify tensorflow model types

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HyperGAN / HyperGAN

Sponsor

Composable GAN framework with api and user interface

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

Updated May 7, 2022
Python

JustGlowing / minisom

🔴 MiniSom is a minimalistic implementation of the Self Organizing Maps

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

Updated May 12, 2022
Python

elliottwu / unsup3d

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

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

Updated Aug 31, 2021
Python

carpedm20 / DiscoGAN-pytorch

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

pytorch gan generative-model unsupervised-learning

Updated Mar 26, 2018
Jupyter Notebook

altosaar / variational-autoencoder

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

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

Updated Nov 11, 2021
Python

Unsupervised-Classification

wvangansbeke / Unsupervised-Classification

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

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

Updated Mar 21, 2022
Python

yunjey / domain-transfer-network

TensorFlow Implementation of Unsupervised Cross-Domain Image Generation

tensorflow domain-transfer image-generation unsupervised-learning

Updated Jun 6, 2018
Python

openvinotoolkit / anomalib

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

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

Updated May 14, 2022
Python

pathak22 / context-encoder

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

machine-learning computer-vision deep-learning computer-graphics generative-adversarial-network gan dcgan unsupervised-learning image-inpainting context-encoders

Updated Jul 19, 2020
Lua

tensorflow / similarity

Open

Implement SwAV for self-supervised learning

4

owenvallis commented Dec 24, 2021

https://arxiv.org/abs/2006.09882

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good first issue help wanted component:model component:notebook

Open

Add a ranking example

1

Open

Implement multi-siam for segmentation

5

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athena-team / athena

an open-source implementation of sequence-to-sequence based speech processing engine

deployment tensorflow tts speech-synthesis transformer speech-recognition sequence-to-sequence unsupervised-learning speaker-recognition asr ctc wfst

Updated Mar 20, 2022
Python

asheeshcric / awesome-contrastive-self-supervised-learning

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

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

Updated May 13, 2022

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