QGIS plugin with popular topographic correction algorithms and various methods of their evaluation

Imbalanced Learning Regression

Pre-processing Approaches for Imbalanced Distributions in Regression

Cloud Removal for High-resolution Remote Sensing Imagery based on Generative Adversarial Networks.

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing, CVPR2018 (PyTorch Code)

Pytorch version of NIPS'16 "Learning to learn by gradient descent by gradient descent"

Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms

Code for Hyperspectral and Panchromatic image Fusion from the paper "Deep unfolding for hypersharpening using a high-frequency injection module" published at EarthVision 2023

🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey

3D Quasi-Recurrent Neural Network for Hyperspectral Image Denoising (TNNLS 2020)

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

A two-page cheatsheet for restructured text

A clean and readable Pytorch implementation of CycleGAN

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

StyleGAN2-ADA - Official PyTorch implementation

This tool rapidly converts loose files scattered within any folder into a consolidated H5 file. This allows for faster read operations with lower memory requirement.

Hummingbird compiles trained ML models into tensor computation for faster inference.

An interactive GUI for WhiteboxTools in a Jupyter-based environment

Latex code for making neural networks diagrams

Hyper-parameter optimization for sklearn

Kernel Point Convolution implemented in PyTorch

Simulated annealing for feature selection

An implementation of NSGA-III in Python.

Feature Selection using Genetic Algorithm (DEAP Framework)

Use evolutionary algorithms instead of gridsearch in scikit-learn

A script to use the PyWavelet library to perform denoising on a signal using a multi-level signal decomposition using a discrete wavelet transform.

Open source eye tracking

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow