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inductive-learning

Here are 12 public repositories matching this topic...

CRIPAC-DIG / TextING

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

natural-language-processing text-classification graph-neural-networks inductive-learning

Updated Sep 15, 2020
Python

kkteru / grail

Inductive relation prediction by subgraph reasoning, ICML'20

graph-neural-networks graph-representation-learning inductive-learning logical-reasoning heterogeneous-graph knowledge-graphs heterogeneous-graph-neural-network

Updated Oct 1, 2021
Python

YGZWQZD / LAMDA-SSL

30 Semi-Supervised Learning Algorithms

Updated Nov 23, 2022
Python

ShinKyuY / Graph_Neural_Net

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

graph ppi gcn transductive-learning ggnn inductive-learning gat graph-attention graph-neural-network mixhop

Updated May 1, 2020
Jupyter Notebook

zjukg / MorsE

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

knowledge-graph meta-learning graph-neural-networks knowledge-graph-embedding inductive-learning sigir2022

Updated Jul 22, 2022
Python

qkrdmsghk / TextSSL

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

natural-language-processing graph text-classification document-classification sparse-reconstruction graph-neural-networks inductive-learning aaai2022

Updated Jan 11, 2022
Python

rucll / ur_learning

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

morphology phonology inductive-learning grammatical-inference

Updated Dec 15, 2022
Python

kiridi / inductive-haskell

Inductive Haskell

haskell program-synthesis inductive-learning inductive-program-synthesis

Updated Apr 29, 2020
Haskell

NYXFLOWER / DrugDiscovery

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

systems-biology knowledge-graph drug-discovery drug-repurposing drug-design molecular-mechanics explainable-ml inductive-learning gnn heterogeneous-graph gene-regulatory-networks predictive-models new-dataset

Updated Aug 5, 2020
Jupyter Notebook

sebiglesias / trepan

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

java ai spark trepan inductive-learning

Updated Oct 24, 2018
Scala

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.

graph-algorithms semi-supervised-learning ovgu transductive-learning inductive-learning

Updated Aug 31, 2021
Jupyter Notebook

attre2vec / attre2vec

AttrE2vec: Unsupervised Attributed Edge Representation Learning

representation-learning unsupervised-learning graph-representation-learning inductive-learning edge-representation-learning

Updated Mar 30, 2022
Jupyter Notebook

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