Projects in Awesome Lists tagged with semisupervised-learning

https://github.com/open-mmlab/mmdetection

OpenMMLab Detection Toolbox and Benchmark

cascade-rcnn convnext detr fast-rcnn faster-rcnn glip grounding-dino instance-segmentation mask-rcnn object-detection panoptic-segmentation pytorch retinanet rtmdet semisupervised-learning ssd swin-transformer transformer vision-transformer yolo

Last synced: 16 Dec 2024

https://github.com/microsoft/semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

audio-classification classification computer-vision deep-learning low-resource machine-learning natural-language-processing pytorch semi-supervised-learning semisupervised-learning transformer

Last synced: 18 Dec 2024

https://github.com/microsoft/Semi-supervised-learning

A Unified Semi-Supervised Learning Codebase (NeurIPS'22)

audio-classification classification computer-vision deep-learning low-resource machine-learning natural-language-processing pytorch semi-supervised-learning semisupervised-learning transformer

Last synced: 30 Oct 2024

https://github.com/SALT-NLP/MixText

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

computation dataaugmentation interpolation machine-learning mixtext natural-language-processing semisupervised-learning textclassification textgeneration

Last synced: 13 Nov 2024

https://github.com/benedekrozemberczki/gemsec

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec

Last synced: 18 Dec 2024

https://github.com/benedekrozemberczki/GEMSEC

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec

Last synced: 30 Oct 2024

https://github.com/timsainb/parametricumap_paper

Parametric UMAP embeddings for representation and semisupervised learning. From the paper "Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning" (Sainburg, McInnes, Gentner, 2020).

dimensionality-reduction machine-learning representation-learning semisupervised-learning umap

Last synced: 27 Oct 2024

https://github.com/benedekrozemberczki/diff2vec

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

complex-networks deep-learning deepwalk diff2vec diffusion embedding embeddings factorization gensim graph-embedding implicit-factorization machine-learning network-embedding neural-network node-embedding node2vec semisupervised-learning struc2vec tensorflow unsupervised-learning

Last synced: 14 Nov 2024

https://github.com/benedekrozemberczki/m-nmf

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

clustering come community-detection deep-learning deepwalk factorization implicit-factorization laplacian m-nmf machine-learning matrix-factorization mnmf neural-network nmf node2vec representation-learning semisupervised-learning struc2vec tensorflow unsupervised-learning

Last synced: 14 Nov 2024

https://github.com/benedekrozemberczki/M-NMF

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

clustering come community-detection deep-learning deepwalk factorization implicit-factorization laplacian m-nmf machine-learning matrix-factorization mnmf neural-network nmf node2vec representation-learning semisupervised-learning struc2vec tensorflow unsupervised-learning

Last synced: 30 Oct 2024

https://github.com/vikasverma1077/GraphMix

Code for reproducing results in GraphMix paper

gcn gnn graphneuralnetwork regularizer semisupervised-learning

Last synced: 16 Dec 2024

https://github.com/azminewasi/awesome-graph-research-iclr2024

It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR) in 2024.

artificial-intelligence awesome awesome-list awesome-lists deep-learning deep-neural-networks equivariant-network gnn grap-clustering graph graph-algorithms graph-neural-network graph-neural-networks graph-transformer iclr iclr2024 machine-learning semisupervised-learning supervised-learning

Last synced: 26 Sep 2024

https://github.com/benedekrozemberczki/rolx

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

deep-learning deepwalk embedding factorization gensim graph-embedding graph-mining implicit-factorization machine-learning matrix-factorization node-embedding node2vec refex rolx semisupervised-learning struc2vec structural-embedding tensorflow unsupervised-learning word2vec

Last synced: 14 Nov 2024

https://github.com/SALT-NLP/LADA

Source codes for the paper "Local Additivity Based Data Augmentation for Semi-supervised NER"

dataaugmentation lada mixup ner semisupervised-learning

Last synced: 16 Dec 2024

https://github.com/benedekrozemberczki/graf

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

clustering community community-detection deepwalk embedding factorization graph graph-embedding implicit-factorization machine-learning matrix-factorization node-embedding node2vec semisupervised-learning struc2vec structural-embedding tensorflow unsupervised-learning word2vec

Last synced: 14 Nov 2024

https://github.com/cypriengille/semi-supervised-autoencoder

A sparsified AutoEncoder to solve Semi-Supervised classification tasks

autoencoder biomedical semisupervised-learning

Last synced: 28 Nov 2024

https://github.com/alecruces/optirice

Exploring optimization methods like Gradient Descent and BCGD in semi-supervised learning for rice seeds classification

classification optimization-methods semisupervised-learning

Last synced: 06 Nov 2024