Abdallah-M-Ali
I am a GIS analyst who is quite interested in remote sensing and geological data interpretation. specifically, in machine learning and deep learning application
China University of Mining and TechnologyXuzhou, Jiangsu, China
Pinned Repositories
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
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
mman4020_Data_Driven_Mineralisation_Mapping
Repository containing all code relating to the developement and creation of the MMAN4020 Thesis B Final Report
qgis-earthengine-examples
A collection of 300+ Python examples for using Google Earth Engine in QGIS
Relational-Database-Beta-
Freecodecamp project for this course including postgresql and bash
Abdallah-M-Ali's Repositories
Abdallah-M-Ali/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
Abdallah-M-Ali/mman4020_Data_Driven_Mineralisation_Mapping
Repository containing all code relating to the developement and creation of the MMAN4020 Thesis B Final Report
Abdallah-M-Ali/qgis-earthengine-examples
A collection of 300+ Python examples for using Google Earth Engine in QGIS
Abdallah-M-Ali/Relational-Database-Beta-
Freecodecamp project for this course including postgresql and bash
Abdallah-M-Ali/arcgis-python-api
Documentation and samples for ArcGIS API for Python
Abdallah-M-Ali/awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Abdallah-M-Ali/dask-geopandas-1
New implementation of geopandas + dask
Abdallah-M-Ali/Deep-Forest
An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)
Abdallah-M-Ali/deep_learning_ecology
Educational Resources on Neural Networks for Ecology and Remote Sensing
Abdallah-M-Ali/DeeplabforRS
Automatic Mapping of Thermokarst Landforms from Remote Sensing Images Using Deep Learning: A Case Study in the Northeastern Tibetan Plateau
Abdallah-M-Ali/freecodecamp-rock-paper-scissors
Machine Learning with Python
Abdallah-M-Ali/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.
Abdallah-M-Ali/GeochemicalData_logTransform_PCA
processing geochemical data using centre log ratio transformation "CLR" and principal component analysis "PCA"
Abdallah-M-Ali/geopandas
Python tools for geographic data
Abdallah-M-Ali/geothermal_image_classification
Experiments with Remote Sensing Imagery Classification
Abdallah-M-Ali/Learning-Geospatial-Analysis-with-Python-Third-Edition
Learning Geospatial Analysis with Python – Third Edition, published by Packt
Abdallah-M-Ali/Machine-Learning-From-Scratch
Implementation of popular ML algorithms from scratch
Abdallah-M-Ali/Machine-Learning-Projects
Various projects in Linear Regression, Logistic Regression, k Nearest Neighbors, Decision Trees, Random Forests, SVM
Abdallah-M-Ali/Machine-Learning-with-Python-Projects
This repository contains Machine Learning with Python Projects, which are designed by freeCodeCamp for machine learning with python course.
Abdallah-M-Ali/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.
Abdallah-M-Ali/Mineral-Prospecting-Platform
Abdallah-M-Ali/postgis
Spatial Data Management with PostgreSQL and PostGIS https://gishub.org/sdm
Abdallah-M-Ali/Pyvista_tutorial
Materials for the PyVista workshop from the Transform 2021 Virtual Conference
Abdallah-M-Ali/Responsive-Web-Design
freeCodeCamp for web development including html5 and css3
Abdallah-M-Ali/rsnet
Deep learning tool for remote sensing data.
Abdallah-M-Ali/RUC_Curve
Compilation of R and Python programming codes on the Data Professor YouTube channel.
Abdallah-M-Ali/Scientific-Computing-with-Python
freecodecamp course for python "python for everybody". it includes all the codes of each project to pass the course.
Abdallah-M-Ali/segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
Abdallah-M-Ali/SQL-Query-Design-Best-Practices
SQL Query Design Best Practices, published by Packt
Abdallah-M-Ali/vaex
Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀