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Yuchi's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-python icon awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-sar icon awesome-sar

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

doris icon doris

Delft object-oriented radar interferometric software

flask icon flask

The Python micro framework for building web applications.

kair icon kair

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

meta_lsm icon meta_lsm

Landslide Susceptibility Mapping by a Meta-learning Way

ml_in_ls_studies icon ml_in_ls_studies

:sparkles::bar_chart: :chart_with_upwards_trend::sparkles: Landslide Susceptibility Mapping in Mila Basin, Algeria

open-geo-tutorial icon open-geo-tutorial

Tutorial of fundamental remote sensing and GIS methodologies using open source software in python

r-arcgis-lsm_toolpack icon r-arcgis-lsm_toolpack

This tool is to develop an easy-to-use tool package called Landslide Susceptibility Mapping Tool Pack (LSM Tool Pack) for producing landslide susceptibility maps based on integrating R with ArcMap Software. The proposed tool contains 5 main modules namely: (1) Data Preparation (DP), (2) Feature (Factor) Selection (FS), (3) Logistic Regression (LR),

rnns icon rnns

Use RNNs for landslide susceptibility mapping

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