Soumya Banerjee's repositories
special_topics_unconventional_AI
Special topics class on unconventional AI
teaching_reproducible_science_R
Material and notes for teaching reproducible science in R
ai_outreach
Resources for explaining AI to the public and outreach activities
dsSurvivalShiny
This is a package with miscellaneous tools, a set of computational tools and a graphical user interface (GUI) for privacy preserving federated survival model meta-analysis using the DataSHIELD platform. The primary function is to enable data and model documentation.
join_pdf_shell_script
Shell script to join multiple PDFs using ghostscript
teaching_resources
Compilation of teaching resources
complex_stories_explanations
Complex stories as explanations for machine learning models
essential_shell_scripts
Essential shell (bash) scripts
essential_utilities_miscellaneous
Essential miscellaneous utilities
neelsoumya
About me (Soumya Banerjee)
paper_preprints
Preprints of papers by Soumya Banerjee
patient_stratification_explainable_AI
Explainable AI applied to patient stratification
practical_supervised_machine_learning
A practical in R for teaching supervised machine learning
project_ideas
Project ideas for students
public_supervised_machine_learning
A lecture on supervised machine learning
visualization_lecture
visualization lecture
arc_paper_blog
Blog on ARC paper
eto-supply-chain
ETO Chip Explorer
lasso_elasticnet_example_R
Example of LASSO and elastic net in R
llm_resources
Resources on large language models (LLMs)
random_forests_R
Random forests in R
talks
Video of talks I have given
tb-disease-modelling
Repository for code and experiments for Wadhwani AI's efforts on TB disease modelling, in partnership with Prof Nim. Final aim is to get accurate burden estimates for districts pan-India