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followers: 5.0 following: 30.0 repos: 9.0 gists: 0.0

Name: Swarnendu Sekhar Ghosh

Type: User

Company: Indian Institute of technology

Bio: Research Scholar IIT Bombay. SAR Applications, Gaussian Process, Statistical learning, Applied mathematics.

Twitter: swarnendu92

Location: Bombay

👋 Hi, I’m @Swarnendu Sekhar Ghosh currently a Doctortal Researcher at Microwave Remote Sensing Lab (MRSLab), CSRE, IITBombay,India.
👀 I’m interested in Polarimetric Synthetic Aperture Radar (PolSAR) data and Probabilistic machine learning techniques.
🌱 I’m currently learning utilization of process based regression techniques for retrieving biophyscial parameters of crops and forests.
I’m looking to collaborate on application of probabilistic machine learning techniques in multi-sensor remote sensing data.
📫 Do drop me an email in [email protected]

Swarnendu Sekhar Ghosh's Projects

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

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