MohamedNedal

2016SPD-Python-SunPy

introductory material for the 2016 SPD meeting

3DCORE

3D coronal mass ejection flux rope modeling

automation-repo

Machine learning and process automation

Basic-algorithms-for-classification-from-scratch

Basic alrothms for classification, clustering and Neural Networks (me practicing stuff with sentdex).

CME-CNN

CME Arrival Time Prediction Using Convolutional Neural Network

CME-Speed-Determination

coronal_holes

Source code to reproduce coronal holes segmentation model.

HelioML

A book about machine learning, statistics, and data mining for heliophysics

sub_pfss_analysis_notebook

Includes the library of functions and the jupyter notebook for finding photospheric magnetic footpoints connected to a point in the interplanetary space.

teaching

MohamedNedal/CME-CNN

CME Arrival Time Prediction Using Convolutional Neural Network

MohamedNedal/CME-Speed-Determination

MohamedNedal/HelioML

A book about machine learning, statistics, and data mining for heliophysics

MohamedNedal/sub_pfss_analysis_notebook

Includes the library of functions and the jupyter notebook for finding photospheric magnetic footpoints connected to a point in the interplanetary space.

MohamedNedal/teaching

MohamedNedal/automation-repo

Machine learning and process automation

MohamedNedal/RadioBurstAnalysis

This repository is dedicated to analyzing data of solar radio bursts obtained from the CALLISTO spectrometer.

MohamedNedal/dias_work

Files relevant to my work at DIAS

MohamedNedal/drms

Access HMI, AIA and MDI data with Python

MohamedNedal/gcs_python

Graduated cylindrical shell CME model in Python

MohamedNedal/irispy

A SunPy-affiliated package which provides tools to analyze data from IRIS

MohamedNedal/LOFAR_dynamic_spectra

Routines to plot LOFAR dynamic spectra from HDF5 data files.

MohamedNedal/lstm

Routines related to forecasting problems (templates).

MohamedNedal/machine-learning-with-solar-data

predicting solar eruptions using machine-learning methods

MohamedNedal/ml-helio.github.io

Website of the ML-Helio conference

MohamedNedal/mnedal.github.io

Basic academic webpage

MohamedNedal/phd_thesis

All files required to compile my PhD thesis.

MohamedNedal/PREDSTORM

Forecasting of the solar wind and geomagnetic storms with spacecraft at L1, L5 or trailing the Earth in its orbit

MohamedNedal/predstorm-examples

MohamedNedal/presentations

Presentations on and related to SunPy

MohamedNedal/PsiPy

Tools for reading, processing, and visualising MHD models run by Predictive Science Inc.

MohamedNedal/Radio-Public

Open source version of time delay of arrival method for triangulating solar radio bursts

MohamedNedal/radio_analysis

MohamedNedal/sharp_analysis

Analysing SHARP parameters and inspecting the correlation between keywords and geomagnetic parameters.

MohamedNedal/Slic

A fast tool for solar image classification.

MohamedNedal/sunkit-dem

A package for computing differential emission measures using multiple methods with a common API

MohamedNedal/sunpy

SunPy - Python for Solar Physics

MohamedNedal/sunxspex

A package for solar X-ray spectroscopy

MohamedNedal/tensorflow-1-public

MohamedNedal/TimeSeriesLSTM

Fully coded with Google Colab.