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Prediction

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코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/jwfangit/gate-dap

공식 코드

Gated Driver Attention Predictor

https://github.com/jwwthu/DL4Stock

공식 코드

Applications of deep learning in stock market prediction: recent progress

https://github.com/jwwthu/DL4Traffic

공식 코드

Big Data for Traffic Estimation and Prediction: A Survey of Data and Tools

https://github.com/jyansir/tp-berta

공식 코드

Making Pre-trained Language Models Great on Tabular Prediction

https://github.com/jyonn/semantictokenizer

공식 코드

Discrete Semantic Tokenization for Deep CTR Prediction

https://github.com/kaanakan/slamp

공식 코드

SLAMP: Stochastic Latent Appearance and Motion Prediction

https://github.com/kaduceo/coalitional_explanation_methods

공식 코드

Coalitional strategies for efficient individual prediction explanation

https://github.com/kahno/feature_embedding

공식 코드

Feature embedding in click-through rate prediction

https://github.com/kaidic/gst

공식 코드

Learning Large Graph Property Prediction via Graph Segment Training

https://github.com/kaimaoge/stpn

공식 코드

Spatiotemporal Propagation Learning for Network-Wide Flight Delay Prediction

https://github.com/kaiyuyue/nxtp

공식 코드

Object Recognition as Next Token Prediction

https://github.com/kakaeriol/uncertainty_shapley

공식 코드

DUPRE: Data Utility Prediction for Efficient Data Valuation

https://github.com/kakaobrain/magvlt

공식 코드

MAGVLT: Masked Generative Vision-and-Language Transformer

https://github.com/kaleidophon/non-exchangeable-conformal-language-generation

공식 코드

Non-Exchangeable Conformal Language Generation with Nearest Neighbors

https://github.com/kangmintong/colep

공식 코드

COLEP: Certifiably Robust Learning-Reasoning Conformal Prediction via Probabilistic Circuits

https://github.com/kangmintong/rob-fcp

공식 코드

Certifiably Byzantine-Robust Federated Conformal Prediction

https://github.com/kareemgamalmahmoud/federated-learning-based-multilingual-emoji-prediction-in-clean-and-attack-scenarios

공식 코드

Federated Learning Based Multilingual Emoji Prediction In Clean and Attack Scenarios

https://github.com/karenacorn99/Social-Narrative-Tree

공식 코드

"where is this relationship going?": Understanding Relationship Trajectories in Narrative Text

https://github.com/katherlab/marugoto

공식 코드

Fully transformer-based biomarker prediction from colorectal cancer histology: a large-scale multicentric study

https://github.com/kav-institute/mdn_trajectory_forecasting

공식 코드

Reliable Probabilistic Human Trajectory Prediction for Autonomous Applications

https://github.com/kay1794/mmvp-motion-matrix-based-video-prediction

공식 코드

MMVP: Motion-Matrix-based Video Prediction

https://github.com/kckishan/HOGCN-LP

공식 코드

Predicting Biomedical Interactions with Higher-Order Graph Convolutional Networks

https://github.com/kclip/channel-prediction-meta-learning

공식 코드

Predicting Multi-Antenna Frequency-Selective Channels via Meta-Learned Linear Filters based on Long-Short Term Channel Decomposition

https://github.com/kclip/localized-adaptive-risk-control

공식 코드

Localized Adaptive Risk Control

https://github.com/kdmsit/crysmmnet

공식 코드

CrysMMNet: Multimodal Representation for Crystal Property Prediction

https://github.com/keiserlab/face-plm

공식 코드

Leveraging Protein Language Model Embeddings for Catalytic Turnover Prediction of Adenylate Kinase Orthologs in a Low-Data Regime

https://github.com/kejintao/ST-ED-RMGC/tree/main/od_prediction

공식 코드

Predicting origin-destination ride-sourcing demand with a spatio-temporal encoder-decoder residual multi-graph convolutional network

https://github.com/kennthshang/cherry

공식 코드

CHERRY: a Computational metHod for accuratE pRediction of virus-pRokarYotic interactions using a graph encoder-decoder model

https://github.com/kennthshang/phatyp

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PhaTYP: Predicting the lifestyle for bacteriophages using BERT

https://github.com/keshav-motwani/predictionbasedinference

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Revisiting inference after prediction

https://github.com/kexinhuang12345/DeepPurpose

공식 코드

DeepPurpose: a Deep Learning Library for Drug-Target Interaction Prediction

https://github.com/kexinhuang12345/MolTrans

공식 코드

MolTrans: Molecular Interaction Transformer for Drug Target Interaction Prediction

https://github.com/kexinhuang12345/SkipGNN

공식 코드

SkipGNN: Predicting Molecular Interactions with Skip-Graph Networks

https://github.com/khaledkah/morered

공식 코드

Molecular relaxation by reverse diffusion with time step prediction

https://github.com/kimdebie/retroviz-tutorial

공식 코드

To Trust or Not to Trust a Regressor: Estimating and Explaining Trustworthiness of Regression Predictions

https://github.com/kimsu55/toxexpert

공식 코드

Learning Topology-Specific Experts for Molecular Property Prediction

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