abdallah-m-ali Goto Github PK

arcgis-python-api

Documentation and samples for ArcGIS API for Python

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

content_guided_cnn

Q. Liu, L. Xiao, J. Yang and J. C. Chan, "Content-Guided Convolutional Neural Network for Hyperspectral Image Classification," in IEEE Transactions on Geoscience and Remote Sensing, vol. 58, no. 9, pp. 6124-6137, Sept. 2020, doi: 10.1109/TGRS.2020.2974134.

dask-geopandas-1

New implementation of geopandas + dask

deep-forest

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

deep_learning_ecology

Educational Resources on Neural Networks for Ecology and Remote Sensing

deeplabforrs

Automatic Mapping of Thermokarst Landforms from Remote Sensing Images Using Deep Learning: A Case Study in the Northeastern Tibetan Plateau

dl_tutorial_rs

Introduction to convolutional neural networks (CNNs) with a remote sensing example.

earthmapper

Pipeline for the Semantic Segmentation (i.e., classification) of Remote Sensing Imagery

freecodecamp-rock-paper-scissors

Machine Learning with Python

gans

GANs in slanted land

gcforest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to address parameter and model uncertainties.

geochemicaldata_logtransform_pca

processing geochemical data using centre log ratio transformation "CLR" and principal component analysis "PCA"

geopandas

Python tools for geographic data

geothermal_image_classification

Experiments with Remote Sensing Imagery Classification

learning-geospatial-analysis-with-python-third-edition

Learning Geospatial Analysis with Python – Third Edition, published by Packt

machine-learning-algorithms

Python实现经典分类回归、关联分析、聚类以及推荐算法等

machine-learning-from-scratch

Implementation of popular ML algorithms from scratch

machine-learning-projects

Various projects in Linear Regression, Logistic Regression, k Nearest Neighbors, Decision Trees, Random Forests, SVM

machine-learning-with-python-projects

This repository contains Machine Learning with Python Projects, which are designed by freeCodeCamp for machine learning with python course.

mapas-minera-rs

Mapas da publicação diagnostico setorial mineral - volume II publicado pelo departamento de mineração da secretaria de meio ambiente e infraestrutura do Rio Grande do Sul.

mapo

Predict mining prospects and mineral deposits using deep learning and satellite imagery

mastering-geospatial-analysis-with-python

mineral-prospecting-platform

mineral-prospectivity-mapping-ml

Application of Machine Learning to map mineral prospectivity using remote sensing and geological data. This research project select four supervised learning methods (RF, SVM, ANN, and CNN) to predict gold prospection in Hamassana area north east Sudan

mineralprospectivitymapping

Mineral Prospectivity Mapping (MPM) tools

mman4020_data_driven_mineralisation_mapping

Repository containing all code relating to the developement and creation of the MMAN4020 Thesis B Final Report

mpm_pilot

IPython Notebook for a pilot project designed to integrate spatial geoscience data and create a mineral potential map.

postgis

Spatial Data Management with PostgreSQL and PostGIS https://gishub.org/sdm