ding05/aws_deepracer

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Created over 1 year ago
Updated over 1 year ago

ding05/aws_deepracer

ding05

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Scripts for DeepRacer model attempts on Amazon Web Services, last updated 06/2023

graphsage_sst_ssta_forecasts

Scripts for global monthly sea surface temperature and sea surface temperature anomaly forecasting with GraphSAGEs, plus auxiliary functions, data processing and result demonstration, last updated 02/2024

unified_dl_mhw_forecasts

Scripts for a unified deep learning approach for marine heatwave forecasts, including imbalanced regression losses, and GNN, GNN-LSTM and diffusion-GNN models, plus auxiliary functions, data processing and result demonstration, continually updated

graphwaves_dgl

Scripts for ocean temperature anomaly forecasting with FCNs, CNNs, GNNs, and other model attempts, plus auxiliary functions, data preprocessing and result demonstration, last updated 03/2023

Jupyter Notebook

cnn_ae_brain_tumor_segmentation

A Jupyter notebook for brain tumor segmentation with CNNs and autoencoders from 3D MRI, last updated 04/2021

Jupyter Notebook

gnn_cnn_ocean_temp_forecasting

Jupyter notebooks for ocean temperature anomaly forecasting with GNNs and CNNs and data preprocessing from NetCDF multidimensional data, last updated 07/2022

Jupyter Notebook

data_structures

Packages for practicing data structures, including complexity, stacks, queues, deques, lists, graphs, trees, hashing, recursion, sorting, and search, last updated 08/2022

cnn_ae_building_segmentation

A Jupyter notebook for urban building segmentation with CNNs and autoencoders from high-resolution satellite images, last updated 06/2021

Jupyter Notebook

aws_ai_ml_scholarship

Scripts and Jupyter notebooks for the projects in the AWS AI and Machine Learning Scholarship Program, last updated 10/2023

Jupyter Notebook

geo_st_grid_graph_converter

A package that converts geographic spatiotemporal grids into non-Euclidean graphs, last updated 02/2024