Vishal-Upendran
Research associate at LMSAL; Ph.D Astrophysics @ IUCAA Pune; B.Tech @ IIT Madras.
Pune
Pinned Repositories
helionb-geoeff
deep-learning-notes
Experiments with Deep Learning
GEM_Tutorial
This is a Colab notebook which teaches how Spherical harmonics are to be fitted to a toy example.
geoeffectivenet-1
DAGGER: A global geomagnetic perturbation forecasting method using deep learning
Graph2Data
A python script to obtain accurate data values from images of plots and graphs
IUCAASummerSchool2021
A set of hands on tutorials on basic python usage and machine learning for astronomers
Machine-Learning-Tutorials
Collection of different notebooks, presentations and tutorials mainly pertaining to machine and deep learning.
MuscleModel
Muscle math model
WindNet
A solar wind prediction model through Deep learning, using AIA Full disc data
Vishal-Upendran's Repositories
Vishal-Upendran/WindNet
A solar wind prediction model through Deep learning, using AIA Full disc data
Vishal-Upendran/IUCAASummerSchool2021
A set of hands on tutorials on basic python usage and machine learning for astronomers
Vishal-Upendran/deep-learning-notes
Experiments with Deep Learning
Vishal-Upendran/geoeffectivenet-1
DAGGER: A global geomagnetic perturbation forecasting method using deep learning
Vishal-Upendran/Graph2Data
A python script to obtain accurate data values from images of plots and graphs
Vishal-Upendran/GEM_Tutorial
This is a Colab notebook which teaches how Spherical harmonics are to be fitted to a toy example.
Vishal-Upendran/Machine-Learning-Tutorials
Collection of different notebooks, presentations and tutorials mainly pertaining to machine and deep learning.
Vishal-Upendran/MuscleModel
Muscle math model
Vishal-Upendran/Arxiver
Vishal-Upendran/Astro101
Vishal-Upendran/caffe-tensorflow
Caffe models in TensorFlow
Vishal-Upendran/EpicyclicAnimator
Vishal-Upendran/fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
Vishal-Upendran/HorizonIITM.github.io
Vishal-Upendran/Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
Vishal-Upendran/paper-tips-and-tricks
Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.
Vishal-Upendran/pencil-code
A high-order finite-difference code for compressible hydrodynamic flows with magnetic fields and particles
Vishal-Upendran/pfsspy
Potential Field Source Surface model package for Python
Vishal-Upendran/pix2pix-tensorflow
TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".
Vishal-Upendran/PokePalette
649 Pokémon palettes as CSVs, with a Python lib to turn names/IDs into palettes, or MatPlotLib compatible ListedColormaps.
Vishal-Upendran/Practical-Deep-Learning-Book
Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge
Vishal-Upendran/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
Vishal-Upendran/scikit-image
Image Processing SciKit (Toolbox for SciPy)
Vishal-Upendran/SDOML
Machine Learning Data Set for NASA's Solar Dynamics Observatory
Vishal-Upendran/slidev
Presentation Slides for Developers (Beta)
Vishal-Upendran/SolarEclipse2019
Vishal-Upendran/SunGan
A GAN to try and train AIA EUV Images to perform full disc prediction of these images.
Vishal-Upendran/TensorFlow-Examples
TensorFlow Tutorial and Examples for beginners
Vishal-Upendran/tf-dcgan
DCGAN implementation by TensorFlow
Vishal-Upendran/Vishal-Upendran.github.io