Swarnendu-sekhar-ghosh
Research Scholar IIT Bombay. SAR Applications, Gaussian Process, Statistical learning, Applied mathematics.
Indian Institute of technologyBombay
Pinned Repositories
ANN_for_regression
Attention_is_all_you_need
Coding from scratch the attention framework
Enhancing-Plant-Area-Index-Retrieval-Using-GPR-from-DP-SAR-Data
Gaussian-process-regression-based-forest-above-ground-biomass-retrieval-from-simulated-L-band-NISAR-
GPR_biophysical_parameter_retrieval_RS2
A Gaussian process regression model to retrieve biophysical parameters of three crop types namely wheat, canola and soybeans utilizing backscatter intensities from full-pol RADARSAT-2 SAR data.
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
scikit-learn
scikit-learn: machine learning in Python
Swarnendu-sekhar-ghosh
Config files for my GitHub profile.
Webpage_ssg
Swarnendu-sekhar-ghosh's Repositories
Swarnendu-sekhar-ghosh/GPR_biophysical_parameter_retrieval_RS2
A Gaussian process regression model to retrieve biophysical parameters of three crop types namely wheat, canola and soybeans utilizing backscatter intensities from full-pol RADARSAT-2 SAR data.
Swarnendu-sekhar-ghosh/Gaussian-process-regression-based-forest-above-ground-biomass-retrieval-from-simulated-L-band-NISAR-
Swarnendu-sekhar-ghosh/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
Swarnendu-sekhar-ghosh/ANN_for_regression
Swarnendu-sekhar-ghosh/Attention_is_all_you_need
Coding from scratch the attention framework
Swarnendu-sekhar-ghosh/Enhancing-Plant-Area-Index-Retrieval-Using-GPR-from-DP-SAR-Data
Swarnendu-sekhar-ghosh/scikit-learn
scikit-learn: machine learning in Python
Swarnendu-sekhar-ghosh/Swarnendu-sekhar-ghosh
Config files for my GitHub profile.
Swarnendu-sekhar-ghosh/Webpage_ssg