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Topic: "inductive-learning"

YGZWQZD/LAMDA-SSL

30 Semi-Supervised Learning Algorithms

Language: Python - Size: 10.5 MB - Last synced at: 7 days ago - Pushed at: 8 months ago - Stars: 206 - Forks: 16

kkteru/grail

Inductive relation prediction by subgraph reasoning, ICML'20

Language: Python - Size: 13.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 201 - Forks: 54

CRIPAC-DIG/TextING

[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"

Language: Python - Size: 182 MB - Last synced at: 5 months ago - Pushed at: about 1 year ago - Stars: 180 - Forks: 57

KuroginQin/OpenTLP

[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Prediction: A Unified Framework, Taxonomy, and Review" which has been accepted by ACM Computing Surveys.

Language: Python - Size: 12.9 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 48 - Forks: 8

qkrdmsghk/TextSSL

[AAAI 2022] Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification

Language: Python - Size: 142 MB - Last synced at: 15 days ago - Pushed at: 6 months ago - Stars: 32 - Forks: 10

ShinKyuY/Graph_Neural_Net

Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop

Language: Jupyter Notebook - Size: 2.04 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 28 - Forks: 11

zjukg/MorsE

Source code for the SIGIR 2022 paper "Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding"

Language: Python - Size: 29.3 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 21 - Forks: 5

yihong-chen/ReFactorGNN

Implementation for ReFactor GNNs

Language: Python - Size: 7.81 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 15 - Forks: 0

rucll/ur_learning

Algorithms for induction of phonological grammars and sets of underlying forms from morphophonological paradigms. (In progress.)

Language: Python - Size: 4.74 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 6 - Forks: 2

kiridi/inductive-haskell

Inductive Haskell

Language: Haskell - Size: 1.34 MB - Last synced at: about 2 months ago - Pushed at: about 5 years ago - Stars: 3 - Forks: 0

snap-research/improving-inductive-oov-recsys

Improving Out-of-Vocabulary Handling in Recommendation Systems

Language: Python - Size: 12.2 MB - Last synced at: 2 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

mahsa91/GKD-MICCAI2021

Implementation code of GKD: Semi-supervised Graph Knowledge Distillation for Graph-Independent Inference accepted by Medical Image Computing and Computer Assisted Interventions (MICCAI 2021)

Language: Python - Size: 1.63 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 0

KuroginQin/ICD

[TKDD'23] Demo code of the paper entitled "Towards a Better Trade-Off between Quality and Efficiency of Community Detection: An Inductive Embedding Method across Graphs", which has been accepted by ACM TKDD

Language: Python - Size: 61.5 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

NYXFLOWER/DrugDiscovery

An explainable inductive learning model on gene regulatory and toxicogenomic knowledge graph (under development...)

Language: Jupyter Notebook - Size: 2.7 MB - Last synced at: 3 months ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

tongnie/IMPEL

TRE'25: Joint Estimation and Prediction of City-wide Delivery Demand: A Large Language Model Empowered Graph-based Learning Approach

Size: 1.95 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

locuoco/graph-attention-networks

Graph Attention Networks (GATs) for node classification

Language: Python - Size: 47.3 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 0 - Forks: 0

SDM-TIB/HyAI

Hybrid AI (HyAI) framework

Language: Jupyter Notebook - Size: 50.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

LMscope/Jbeil 📦

[IEEE SP'24] The Official Implementation of "Jbeil: Temporal Graph-Based Inductive Learning to Infer Lateral Movement in Evolving Enterprise Networks"

Language: Jupyter Notebook - Size: 651 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

bernatsort/ML_algorithms

Implementation of some machine learning algorithms in Python.

Language: Jupyter Notebook - Size: 2.41 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

cgao-comp/GLTC

Language: Python - Size: 51.8 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

ranjiGT/ATiML-Summer-21

Object detection using SSL techniques. This is a semester project done in Summer 2021 as part of our coursework under the Faculty of Computer Science department at Otto-von-Guericke University, Magdeburg Germany.

Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

sebiglesias/trepan

A TREPAN (neural network inductive learning algorithm) implementation in java.

Language: Scala - Size: 113 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

Related Topics
graph-neural-networks 5 transductive-learning 4 graph 3 semi-supervised-learning 3 knowledge-graph 3 natural-language-processing 3 text-classification 3 knowledge-graphs 2 heterogeneous-graph 2 gcn 2 gnns 2 graph-neural-network 2 graph-representation-learning 2 gnn 2 deep-learning 2 community-detection 2 python 2 pytorch 2 evolving-networks 1 survey 1 grammatical-inference 1 systems-biology 1 temporal-link-prediction 1 predictive-models 1 weighted-graphs 1 new-dataset 1 attention-mechanism 1 attention-model 1 molecular-mechanics 1 graph-attention-networks 1 keras 1 keras-tensorflow 1 node-classification 1 gene-regulatory-networks 1 explainable-ml 1 tensorflow 1 drug-repurposing 1 drug-design 1 drug-discovery 1 program-synthesis 1 inductive-program-synthesis 1 haskell 1 traffic-prediction 1 location-embedding 1 large-language-models 1 demand-estimation 1 cross-city-transfer 1 toolkit 1 tabular-data 1 svm 1 support-vector-machine 1 self-supervised-learning 1 scikit-learn 1 neural-network 1 machine-learning 1 generative-model 1 computer-vision 1 automl 1 retrieval 1 recommender-system 1 recommendation-system 1 ranking 1 hashing 1 embedding 1 sparse-reconstruction 1 document-classification 1 aaai2022 1 phonology 1 morphology 1 cybersecurity 1 message-passing 1 tkdd 1 network-embedding 1 graph-partitioning 1 graph-clustering-algorithm 1 graph-clustering 1 complex-networks 1 community-preserving-embedding 1 community-detection-algorithms 1 community-detection-algorithm 1 machine-learning-algorithms 1 knn 1 kmeans-clustering 1 id3-algorithm 1 clustering 1 trepan 1 spark 1 java 1 ai 1 ovgu 1 graph-algorithms 1 sigir2022 1 meta-learning 1 knowledge-graph-embedding 1 rnns 1 overview 1 nmf 1 link-prediction 1 dynamic-link-prediction 1 dynamic-graphs 1