Soumya Banerjee's repositories
dsSurvival
Survival functions for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.
bayesian_inference_linear_mixed_effect_models_pymc3
Example code to perform linear mixed effects regression in a Bayesian setting using the PyMc3 framework
mathematics
A repository of free resources to teach yourself mathematics
outreach_ppi
Outreach and PPI resources for explaining AI to the public
ramanujan_number_generator
Generating Ramanujan cab numbers
ShinyDataSHIELD
Shiny app for DataSHIELD omic data analyses
dsMiscellaneous
Miscellaneous tools for use in DataSHIELD
dsSurvival2_analysis
dsSurvival 2.0 survival curves sensitivity analysis code
graphical-user-interface-for-solving-ordinary-differential-equations
This function solves a set of ordinary differential equations (ODEs) that represent a target cell limited model with a GUI. It takes as input the ODE model parameters and an input file containing experimental data. It plots the numerically integrated solution of the ODE and the sum of squared residuals between experimental data and model solution.
Ma_paintings_writing
Ma paintings writing (Kalyani Banerjee)
nlp_resources
Resources and teaching material for Natural Language Processing (NLP)
pymc_examples
Examples and simple scripts for probabilistic programming using PyMC3
writing_productivity
Writing and productivity
awakers_world
Words of wisdom (Kalyani Banerjee)
dsRinceWind
dsRinceWind
game_of_life_R
Game of life
linear-regression-on-log-transformed-data-matlab
A function that takes two column vectors and does linear regression on the data
recreational_mathematics
Resources for recreational mathematics
robust-counterfactuals
Repo of the paper "On the Robustness of Sparse Counterfactual Explanations to Adverse Perturbations"
self_organizing_map
Self organizing map in R
testing_framework_r
An example to show a testing framework in R using the testthat package.
visual-data-communication
A course to learn the basics on communicating data effectively, using visualisation.