inductive-learning

There are 0 repository under inductive-learning topic.

kkteru / grail
Inductive relation prediction by subgraph reasoning, ICML'20
graph-neural-networks knowledge-graphs logical-reasoning graph-representation-learning heterogeneous-graph heterogeneous-graph-neural-network inductive-learning
Language:Python 203
CRIPAC-DIG / TextING
[ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"
text-classification graph-neural-networks natural-language-processing inductive-learning
Language:Python 176
YGZWQZD / LAMDA-SSL
30 Semi-Supervised Learning Algorithms
machine-learning semi-supervised-learning deep-learning pytorch scikit-learn toolkit python computer-vision natural-language-processing generative-model automl gnn graph svm self-supervised-learning support-vector-machine tabular-data inductive-learning transductive-learning neural-network
Language:Python 175
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.
dynamic-graph-algorithm dynamic-graph-embedding dynamic-graphs dynamic-link-prediction inductive-learning link-prediction overview survey temporal-link-prediction weighted-graphs attention gnns nmf rnns
Language:Python 38
zjukg / MorsE
[Paper][SIGIR2022] Meta-Knowledge Transfer for Inductive Knowledge Graph Embedding
graph-neural-networks inductive-learning knowledge-graph knowledge-graph-embedding meta-learning sigir2022
Language:Python 38
qkrdmsghk / TextSSL
[AAAI 2022] Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification
aaai2022 document-classification sparse-reconstruction graph graph-neural-networks inductive-learning natural-language-processing text-classification
Language:Python 29
ShinKyuY / Graph_Neural_Net
Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop
gat gcn ggnn graph graph-attention graph-neural-network inductive-learning mixhop ppi transductive-learning
Language:Jupyter Notebook 29
ReFactorGNN
yihong-chen / ReFactorGNN
Implementation for ReFactor GNNs
gnns inductive-learning knowledge-graph message-passing
Language:Python 15
KuroginQin / IDEA
[TKDE'23] Demo code of the paper entitled "High-Quality Temporal Link Prediction for Weighted Dynamic Graphs via Inductive Embedding Aggregation", which has been accepted by IEEE TKDE
dynamic-graphs dynamic-link-prediction link-prediction temporal-graphs temporal-link-prediction weighted-graphs dynamic-graph-representation-learning dynamic-network-embedding graph-representation-learning inductive-learning network-embedding tkde
Language:Python 6
rucll / ur_learning
Algorithms for induction of phonological grammars and sets of underlying forms from morphophonological paradigms. (In progress.)
phonology grammatical-inference inductive-learning morphology
Language:Python 4
kiridi / inductive-haskell
Inductive Haskell
haskell inductive-program-synthesis program-synthesis inductive-learning
Language:Haskell 3
LMscope / Jbeil
[IEEE SP'24] The Official Implementation of "Jbeil: Temporal Graph-Based Inductive Learning to Infer Lateral Movement in Evolving Enterprise Networks"
cybersecurity evolving-networks inductive-learning lateral-movement network-security temporal-graph-learning
Language:Jupyter Notebook 3
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)
aggregation-function deep-learning distillation gcn gkd graph-neural-networks inductive-biases inductive-learning pytorch semi-supervised-learning
Language:Python 3
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
community-detection community-detection-algorithms graph-clustering graph-clustering-algorithm graph-partitioning graph-representation-learning inductive-learning network-embedding community-preserving-embedding community-detection-algorithm complex-networks tkdd
Language:Python 2
attre2vec / attre2vec
AttrE2vec: Unsupervised Attributed Edge Representation Learning
graph-representation-learning edge-representation-learning inductive-learning unsupervised-learning representation-learning
Language:Jupyter Notebook 1
NYXFLOWER / DrugDiscovery
An explainable inductive learning model on gene regulatory and toxicogenomic knowledge graph (under development...)
gnn drug-discovery drug-design drug-repurposing molecular-mechanics explainable-ml predictive-models inductive-learning knowledge-graph heterogeneous-graph systems-biology gene-regulatory-networks new-dataset
Language:Jupyter Notebook 1
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.
semi-supervised-learning graph-algorithms transductive-learning inductive-learning ovgu
Language:Jupyter Notebook 1
bernatsort / ML_algorithms
Implementation of some machine learning algorithms in Python.
id3-algorithm kmeans-clustering knn machine-learning-algorithms python clustering inductive-learning
Language:Jupyter Notebook 0
cgao-comp / GLTC
graph-neural-network inductive-learning kullback-leibler-divergence text-classification
Language:Python 0
SDM-TIB / HyAI
Hybrid AI (HyAI) framework
community-detection hepatitis-b-virus-infection inductive-learning knowledge-graphs nowledge-graph-embedding
Language:Jupyter Notebook 0
sebiglesias / trepan
A TREPAN (neural network inductive learning algorithm) implementation in java.
trepan ai inductive-learning java spark
Language:Scala 0