hamrel-cxu

Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

Data-Science--Cheat-Sheet

Cheat Sheets

EnbPI

Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction for time-series (journal, IEEE TPAMI)

Ensemble-Regularized-Adaptive-Prediction-Set-ERAPS

Official repository for the ICML 2022 DFUQ paper: conformal prediction sets for time-series

FlowDRO

Official implementation of "Flow-based Distributionally Robust Optimization"

Invertible-Graph-Neural-Network-iGNN

Official code for the paper: Invertible Neural Network for Graph Prediction

JKO-iFlow

Official implementation of "Normalizing flow neural networks by JKO scheme" (NeurIPS 2023 spotlight)

MultiDimSPCI

Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)

SPCI-code

Official implementation of the ICML 2023 work "Sequential Predictive Conformal Inference"

SVI-NN-training

Implementation for "An alternative approach to train neural networks using monotone variational inequality"

hamrel-cxu/EnbPI

Official code for: Conformal prediction interval for dynamic time-series (conference, ICML 21 Long Presentation) AND Conformal prediction for time-series (journal, IEEE TPAMI)

hamrel-cxu/SPCI-code

Official implementation of the ICML 2023 work "Sequential Predictive Conformal Inference"

hamrel-cxu/MultiDimSPCI

Official implementation of "Conformal prediction for multi-dimensional time series by ellipsoidal sets" (ICML 2024 spotlight)

hamrel-cxu/Ensemble-Regularized-Adaptive-Prediction-Set-ERAPS

Official repository for the ICML 2022 DFUQ paper: conformal prediction sets for time-series

hamrel-cxu/Invertible-Graph-Neural-Network-iGNN

Official code for the paper: Invertible Neural Network for Graph Prediction

hamrel-cxu/JKO-iFlow

Official implementation of "Normalizing flow neural networks by JKO scheme" (NeurIPS 2023 spotlight)

hamrel-cxu/FlowDRO

Official implementation of "Flow-based Distributionally Robust Optimization"

hamrel-cxu/emory-sepsis-prediction

hamrel-cxu/SVI-NN-training

Implementation for "An alternative approach to train neural networks using monotone variational inequality"

hamrel-cxu/Awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

hamrel-cxu/Data-Science--Cheat-Sheet

Cheat Sheets

hamrel-cxu/FlowOT

Official implementation of the work "Computing high-dimensional optimal transport by flow neural networks"

hamrel-cxu/GNN_tutorial

Tutorials on training GNN models