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Top 12 paper-list open source projects

Nrlpapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

✭ 2,503

TeX network-embedding paper-list

Gnnpapers

Must-read papers on graph neural networks (GNN)

✭ 12,293

paper-list gnn

Traffic-Prediction-Open-Code-Summary

Summary of open source code for deep learning models in the field of traffic prediction

✭ 58

open-source deep-learning traffic on-demand on-demand-service spatio-temporal graph-convolutional-networks traffic-prediction trajectory-prediction time-series-prediction spatio-temporal-prediction traffic-flow-prediction graph-neural-networks paper-list estimated-time-of-arrival traffic-accident-prediction open-code traffic-speed-prediction travel-time-prediction

DeepTimeSeriesModel

A paper list for Time series modelling, including prediciton and anomaly detection

✭ 78

deep-neural-networks time-series-analysis paper-list

Literatures-on-GNN-Acceleration

A reading list for deep graph learning acceleration.

✭ 50

acceleration deep-learning graph graph-algorithms accelerator reading-list literature graph-computing graph-convolutional-networks gcn graph-neural-networks paper-list gnn

Natural-language-understanding-papers

NLU: domain-intent-slot; text2SQL

✭ 77

natural-language-understanding zero-shot-learning domain-adaptation paper-list text2sql domain-intent-slot

Knowledge Graph Wander

A collection of papers, codes, projects, tutorials ... for Knowledge Graph and other NLP methods

✭ 26

natural-language-processing full-stack information-extraction knowledge-graph curated-list knowledge-representation knowledge-graph-embeddings data-structures-and-algorithms paper-list

causal-ml

Must-read papers and resources related to causal inference and machine (deep) learning

✭ 387

machine-learning deep-learning representation-learning causal-inference treatment-effects causal-models counterfactual randomized-controlled-trials paper-list heterogeneous-treatment-effects causal-discovery counterfactual-learning estimating-treatment-effects causal-learning

awesome-point-cloud-deep-learning

Paper list of deep learning on point clouds.

✭ 39

point-cloud 3d-vision 3d-segmentation 3d-deep-learning 3d-detection paper-list

awesome-early-exiting

A curated list of Early Exiting papers, benchmarks, and misc.

✭ 48

natural-language-processing deep-learning neural-network paper-list dynamic-neural-network

Personal-Emotional-Stylized-Dialog

A Paper List for Personalized, Emotional, and stylized Dialog

✭ 112

natural-language-processing dialog style sentiment emotion persona paper-list

Emotion-Cause-Analysis-Papers

Collection of papers on Emotion Cause Analysis

✭ 63

sentiment-analysis semantic-role-labeling paper-list emotion-cause emotion-cause-pair-extraction emotion-stimuli-detection

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