Dixinlike

awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

Blog

Python机器学习算法技术博客，有原创干货！有code实践！

CesiumBook

Cesium源码研究，笔记，样例

cuSTARFM

cuSTARFM is a GPU-enabled Spatial and Temporal Adaptive Reflectance Fusion Model (STARFM)

deep-hs-prior

Single Hyperspectral Image Denoising, Inpainting, Super-Resolution

DeepLearning_for_VIS-NIR_Spectra

Deep Learning models applied to the analysis of VIS-NIR spectral data

deepsentinel

DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding

Demo_spectral_spatial_hyperspectral_classification

This is a code set for spectral-spatial hyperpsectral classifcation, including the EMAP, Gabor, LORSAL, LibSVM, MRF, and LBP methods.

pytorch-psetae

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

Remote.Sensing

Hyperspectral image unmixing.

Dixinlike/pytorch-psetae

PyTorch implementation of the model presented in "Satellite Image Time Series Classification with Pixel-Set Encoders and Temporal Self-Attention"

Dixinlike/awesome-remote-sensing-change-detection

List of datasets, codes, and contests related to remote sensing change detection

Dixinlike/Blog

Python机器学习算法技术博客，有原创干货！有code实践！

Dixinlike/DeepLearning_for_VIS-NIR_Spectra

Deep Learning models applied to the analysis of VIS-NIR spectral data

Dixinlike/deepsentinel

DeepSentinel: a sentinel-1 and -2 self-supervised sensor fusion model for general purpose semantic embedding

Dixinlike/Dixinlike

Config files for my GitHub profile.

Dixinlike/free-excel

开源Excel教程。

Dixinlike/gee_s1_ard

Creates an analysis ready sentinel-1 SAR image collection in Google Earth Engine by applying additional border noise correction, speckle filtering and radiometric terrain normalization.

Dixinlike/geeguide

Harmonization of Landsat and Sentinel 2 in Google Earth Engine, documentation and scripts

Dixinlike/hgboost

hgboost is a python package for hyper-parameter optimization for xgboost, catboost or lightboost using cross-validation, and evaluating the results on an independent validation set. hgboost can be applied for classification and regression tasks.

Dixinlike/HyFTech-Hyperspectral-Shallow-Deep-Feature-Extraction-Toolbox

This Toolbox includes Hyperspectral Feature Extraction Techniques including Unsupervised, Supervised, and Deep Feature Extraction

Dixinlike/Hyperspectral-data-processing

Spectral data processing, including preprocessing, feature extraction, sample division, modeling, optimization algorithm.

Dixinlike/Hyperspectral-Deblurring-and-Destriping

This toolbox

Dixinlike/Hyperspectral-Image-Denoising-

This toolbox

Dixinlike/Multi-block

The Graphical User Interface for multi-block data analysis

Dixinlike/NetOffice

🌌 Create add-ins and automation code for Microsoft Office applications.

Dixinlike/nippy

Semi-automated preprocessing of NIRS data

Dixinlike/numpy-ml

Machine learning, in numpy

Dixinlike/Py_FS

A Python Package for Feature Selection

Dixinlike/SandDance

Visually explore, understand, and present your data.

Dixinlike/SAR-Despeckling

Dixinlike/sigma_coding_youtube

This is a collection of all the code that can be found on my YouTube channel Sigma Coding.

Dixinlike/smogn

Synthetic Minority Over-Sampling Technique for Regression

Dixinlike/Spectral-preprocessing-algorithm

Common preprocessing such as sg, msc, SNV, first-order derivative, second-order derivative, etc.

Dixinlike/spectrum-preprocessing

Dixinlike/unmixing_spectral_variability

A complete toolbox for spectral unmixing with spectral variability

Dixinlike/Variable-Selection-Linear-Models

Topic: Variable Selection for Linear Models Data: Boston Housing Data and Simulated Dataset Methods: Pearson Correlation, Backward Elimination, Lasso and Ridge Regression, Regression Tree, and Random Forest.

Dixinlike/vegpar

Functions for analyzing VIC model vegetation parameters (inputs for the VIC-5 image driver)

Dixinlike/VIC

The Variable Infiltration Capacity (VIC) Macroscale Hydrologic Model

Dixinlike/vicglobal-prep

MATLAB scripts for preparing the VICGlobal soil, vegetation, and elevation band parameter files.