Datasets

9,767 machine learning datasets
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Node Classification 53 Link Prediction 38 Graph Classification 29 Node Classification on Non-Homophilic (Heterophilic) Graphs 15 Knowledge Graph Completion 11 Knowledge Graphs 11 Graph Clustering 10 Node Clustering 10 Text Classification 10 Community Detection 9 Graph Embedding 8 Image Classification 8 Recommendation Systems 8 Graph Regression 6 AMR Parsing 5 AMR-to-Text Generation 5 Classification 5 Graph Matching 5 Graph Representation Learning 5 Language Modelling 5 Question Answering 5 Anomaly Detection 4 Fake News Detection 4 Graph Mining 4 Knowledge Graph Embedding 4 Misinformation 4 Network Embedding 4 Relation Extraction 4 Text Summarization 4 Clique Prediction 3 Complex Query Answering 3 Document Classification 3 Entity Alignment 3 Feedback Vertex Set (FVS) 3 Graph Learning 3 Graph Sampling 3 Imputation 3 KG-to-Text Generation 3 Multi-modal Entity Alignment 3 Topological Data Analysis 3 Ancestor-descendant prediction 2 Atomic number classification 2 Band Gap 2 Crystal system classification 2 Distance regression 2 Domain Adaptation 2 Dynamic Link Prediction 2 Extended Summarization 2 Formation Energy 2 Fraud Detection 2 Graph Generation 2 Graph Similarity 2 Graph structure learning 2 Heterogeneous Node Classification 2 Inductive Link Prediction 2 Joint Entity and Relation Extraction 2 Knowledge Graph Embeddings 2 Link Sign Prediction 2 Metric Learning 2 Multi-Label Text Classification 2 Multi-Modal Document Classification 2 Multi-modal Knowledge Graph 2 ND regression 2 Named Entity Recognition (NER) 2 Neutron PDF regression 2 Position regression 2 Quantization 2 Relational Reasoning 2 SANS regression 2 SAXS regression 2 Semantic Parsing 2 Space group classification 2 Stereo Matching 2 Topic Models 2 Trajectory Prediction 2 X-ray PDF regression 2 XRD regression 2 2D Object Detection 1 3D Human Pose Estimation 1 3D Object Detection 1 Abstractive Text Summarization 1 Action Recognition 1 Active Learning 1 Air Pollution Prediction 1 Anomaly Forecasting 1 Automated Theorem Proving 1 Autonomous Driving 1 Autonomous Vehicles 1 Bayesian Inference 1 COVID-19 Tracking 1 Causal Discovery 1 Code Completion 1 Collaborative Filtering 1 Combinatorial Optimization 1 Common Sense Reasoning 1 Conditional Text Generation 1 Continual Learning 1 Conversational Response Selection 1 Coreference Resolution 1 Cross-Modal Retrieval 1 Data Augmentation 1 Dialogue Evaluation 1 Dialogue Generation 1 Dimensionality Reduction 1 Document Summarization 1 Drug Response Prediction 1 Entity Embeddings 1 Entity Resolution 1 Entity Typing 1 Explanation Fidelity Evaluation 1 Face Clustering 1 Factual Visual Question Answering 1 Few-Shot Learning 1 Gait Recognition 1 Gene Interaction Prediction 1 Generative Question Answering 1 Graph Property Prediction 1 Graph Reconstruction 1 Graphon Estimation 1 Hate Speech Detection 1 Image Captioning 1 Indoor Scene Reconstruction 1 Indoor Scene Synthesis 1 Inductive logic programming 1 Intelligent Communication 1 Knowledge Base Completion 1 Link Property Prediction 1 Malware Detection 1 Malware Family Detection 1 Malware Type Detection 1 Masked Language Modeling 1 Materials Screening 1 Medical Diagnosis 1 Medical Named Entity Recognition 1 Medical Relation Extraction 1 Molecular Graph Generation 1 Molecular Property Prediction 1 Molecule Captioning 1 Motion Forecasting 1 Movie Recommendation 1 Multi-Label Classification 1 Multi-agent Reinforcement Learning 1 NER 1 Network Community Partition 1 Network Pruning 1 News Generation 1 News Recommendation 1 Node Property Prediction 1 Open Intent Discovery 1 Open-Domain Dialog 1 Outlier Detection 1 Parameter Prediction 1 Physical Simulations 1 Plan2Scene 1 Predictive Process Monitoring 1 Product Recommendation 1 Program Synthesis 1 Protein Structure Prediction 1 Q-Learning 1 Reading Comprehension 1 Reinforcement Learning (RL) 1 Relation Classification 1 Remote Sensing Image Classification 1 Research Performance Prediction 1 Review Generation 1 Sarcasm Detection 1 Scene Graph Generation 1 Self-Driving Cars 1 Semantic Role Labeling 1 Semi-Supervised Image Classification 1 Semi-Supervised Text Classification 1 Sentence Classification 1 Sentiment Analysis 1 Sequence-to-sequence Language Modeling 1 Small Data Image Classification 1 Steiner Tree Problem 1 Stochastic Optimization 1 Supervised Text Retrieval 1 Temporal Relation Classification 1 Text Generation 1 Text Retrieval 1 Text-based de novo Molecule Generation 1 Text2text Generation 1 Time Series Forecasting 1 Time-interval Prediction 1 Topic Classification 1 Total Magnetization 1 Travel Time Estimation 1 Traveling Salesman Problem 1 Triple Classification 1 Unsupervised Anomaly Detection 1 Unsupervised Extractive Summarization 1 Unsupervised KG-to-Text Generation 1 Video Classification 1 Visual Question Answering (VQA) 1 Visual Reasoning 1 Wildly Unsupervised Domain Adaptation 1 Word Embeddings 1 Zero-shot Text Search 1 graph partitioning 1 motion prediction 1 regression 1 tabular-regression 1 text-based games 1
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239 dataset results for Graphs