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Starred repositories

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Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Jupyter Notebook 1,293 304 Updated Sep 22, 2022

遥感反演

Python 3 Updated Jul 16, 2024

A noise denoising algorithm

Jupyter Notebook 10 2 Updated Apr 17, 2025

A powerful stacked ensemble model for income prediction, combining GradientBoosting, AdaBoost, Bagging, Linear Regression, and Decision Trees. Achieves an impressive R² of 0.8761 on the RoS_sample_…

Jupyter Notebook 1 Updated Apr 12, 2025

Satellite-derived bathymetry toolkit

Python 1 1 Updated Jun 27, 2024

Satellite Derived Bathymetry Product for the Pacific Region

Jupyter Notebook 2 1 Updated Apr 22, 2025

Code and data repository for the paper

Jupyter Notebook 47 12 Updated Apr 11, 2025

Aboveground Biomass Estimation using Random Forest and data from Sentinel-1, 2 , AlOS PALSAR-2 and GEDI

Jupyter Notebook 3 Updated Jul 29, 2024

The primary objective of the project is to apply machine learning models to predicting biomass density from Sentinel-2 satellite imagery

Jupyter Notebook 2 Updated May 1, 2023

Tide Model Driver for MATLAB, version 3.0

MATLAB 31 3 Updated May 13, 2025

PySAMOSA is a software framework for processing open ocean and coastal waveforms from SAR satellite altimetry to measure sea surface heights, wave heights and wind speed for the oceans and inland w…

Jupyter Notebook 36 8 Updated Aug 13, 2023

This repository for the paper "Estimating water quality through neural networks using Terra ASTER data, water depth, and temperature of Lake Hachiroko, Japan (authors: Kai MATSUI, Hikaru SHIRAI, Hi…

Python 3 2 Updated Jul 26, 2022

Python implementation of remote sensing methods from papers by David R. Lyzenga and others.

Python 30 18 Updated Feb 5, 2024

Python-based tidal prediction software

Python 158 46 Updated May 15, 2025

Latex templates for the thesis of Fuzhou University. 福州大学硕士学位论文/毕业论文LaTeX模板。

PostScript 13 4 Updated Apr 15, 2025

A random forest regression model is fit and hyperparamters tuned. Several methods are examined by k-fold cross validation performed for each combination of parameter for tuning using GridSearch, Ra…

Jupyter Notebook 5 4 Updated Nov 30, 2023

This repository contains python code for stacked ensemble regression model.

Python 6 1 Updated Nov 27, 2019

Stacking classification and regression

Python 24 9 Updated Oct 12, 2019

基于多层感知机的Landsat9光学影像水深反演

Python 5 Updated Apr 30, 2024
JavaScript 1 Updated Jun 7, 2024

this is an implement of DenseNet using keras ,this project can do Remote sensing image classifiy or retrieval.I trained and evaluated this model on a dataset called PatternNet.

Python 46 18 Updated Sep 10, 2018

Repository created to host the main codes used in the first chapter of my thesis

2 1 Updated Sep 19, 2023

Atmospheric correction processor for high spatial resolution multispectral satellite images

Python 20 1 Updated Mar 14, 2025

一种半自适应的DBSCAN算法

Python 2 Updated Dec 5, 2019

DBSCAN improvement so that the algorithm works well with data with different densities

Python 8 4 Updated Nov 23, 2022

lake bathymetry using ICESat2 and optical missions satellite

1 Updated May 13, 2024

Predicting soil moisture using satellite imagery

Jupyter Notebook 8 1 Updated Aug 18, 2021
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