Praveen Pankajakshan's repositories
Fluorescence-Microscope-PSF
Fluorescence Microscope PSF
Blind-Inpainting-l0-TV
Blind Inpainting using l0 and TV regularization
blog.riemann.cc
This is the source of my jekyll powered blog on github.
ClosingTheAIGap
CGIAR
cloud-shadow-masking
This is the code repository for IEEE IGARSS 2023 article on "Cirrus Cloud and Shadow Masking in Optical Satellite Using Deep Learning for Small Land Holding Farmer Plot.
Data-Science--Cheat-Sheet
Cheat Sheets
ENAS-pytorch
PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"
fastai2-Tabular-Baselines
A few baselines with a standard tabular model
GAN-for-tabular-data
We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.
GrangerCausality
Temporal Lag estimation and Granger Causality on time series.
hsi_jstar
The codes that accompany the methodology submitted to the IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTAR). This is provided for reproducibility.
HumanActivityRecognition
The repository contains the notebooks that were used to train the models which are added on the TENCON 2022 conference paper.
HybridSN
A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
hydejack
"Best Jekyll Theme by a Mile"
Kalman-Filter-Phase-Estimation
Matlab Simulink model using Kalman Filter for Amplitude and Phase Estimation from a Signal.
Markov-Random-Field-Project
This project has two parts. In part one, we use markov random field to denoise an image. In Part two, we use similar model for image segmentation.
ML-For-Satellite-Imaging
IEEE Winter School
Natural-Farming
This is a repository created on some experiments on Natural Farming.
praveenpankaj
Landing page for the github repository
pyDOE
Design of experiments for Python
pymetric
Python implementation of the METRIC model
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
robust-pca
A simple Python implementation of R-PCA
unsupervisedlearning
Repository of unsupervised learning resources