Dr. Soumya Banerjee
Harvard University
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https://sites.google.com/site/neelsoumya/ Professional Interests: Biocomputing, machine learning, bioinformatics, complex systems, mathematical modelling, big data, computational biology, biologically inspired computing, complex systems
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Feeds
Submitted
Samples from gamma and Wishart
Test and draw samples from a gamma distribution and a Wishart distribution
meer dan 5 jaar ago | 1 download |
Submitted
Generic function to perform logistic regression using elastic net regularization
Generic function to perform logistic regression using elastic net regularization
ongeveer 6 jaar ago | 1 download |
Submitted
Example MATLAB script to plot ROC curve for different classification algorithms
Example MATLAB script to plot ROC curve and compute AUC for 4 different classification algorithms
meer dan 6 jaar ago | 4 downloads |
Submitted
A generic function that uses a Generalized Linear Model (GLM) with factors
A generic function that uses a Generalized Linear Model (GLM) with factors
meer dan 6 jaar ago | 1 download |
Submitted
Function to compute Fisher's p-value for meta-analysis
Function to compute Fisher's p-value for meta-analysis.
meer dan 6 jaar ago | 5 downloads |
Submitted
Generic function and example code for using neural networks
Generic function and example code for using neural networks for prediction.
meer dan 6 jaar ago | 3 downloads |
Submitted
Generic example code and generic function for random forests
example code and generic function for random forests (checks out of bag errors and leaf size)
bijna 7 jaar ago | 4 downloads |
Submitted
Simple example and generic function for SVM binary classifier for general matrix
Simple generic function that takes two labelled classes and trains SVM classifier (general matrix).
bijna 7 jaar ago | 1 download |
Submitted
Simple example and generic function for SVM binary classifier
Simple generic function that takes two labelled classes and trains SVM classifier.
bijna 7 jaar ago | 3 downloads |
Submitted
Simple example code and generic function for random forests
Simple example code and generic function for random forests (checks out of bag errors)
meer dan 7 jaar ago | 11 downloads |
Submitted
Function to plot co-ordinates from a file on a map
Code to load co-ordinate data from a file and call function to plot co-ordinates on a map.
ongeveer 8 jaar ago | 1 download |
Submitted
Generic function and example code for performing LASSO on GLM
Generic function and example code for performing LASSO on GLM and using it for prediction
meer dan 8 jaar ago | 1 download |
Submitted
Generic function for LASSO on logistic regression
Generic function and example code for LASSO on logistic regression.
meer dan 8 jaar ago | 4 downloads |
Submitted
Simple example and generic function to perform PCA
Simple example and generic function to perform PCA(principle components analysis)
bijna 9 jaar ago | 2 downloads |
Submitted
Example code and generic function to perform LASSO on GLM
Generic function to perform LASSO on generalized linear model (GLM).
bijna 9 jaar ago | 1 download |
Submitted
Function to perform Bayesian LASSO
Function to perform Bayesian LASSO (least absolute shrinkage and selection operator)
ongeveer 9 jaar ago | 1 download |
Submitted
Simple MATLAB example code and generic function to perform LASSO
Simple MATLAB example code and generic function to perform LASSO
meer dan 9 jaar ago | 3 downloads |
Submitted
Bash script to compile MATLAB code in each directory
Iterative matlab compiler: this has Bash scripts to compile MATLAB code in each directory
meer dan 9 jaar ago | 1 download |
Submitted
Scripts to run MATLAB on cluster using bsub
This is a set of scripts to run MATLAB in batch mode on the cluster using bsub
meer dan 9 jaar ago | 2 downloads |
Submitted
Simple example and generic function for kmeans clustering
Simple generic function and example to perform kmeans clustering
meer dan 9 jaar ago | 1 download |
Submitted
Bayesian Linear Regression
This is a set of MATLAB functions to do Bayesian linear regression
meer dan 9 jaar ago | 7 downloads |
Submitted
Graphical User Interface for Solving Ordinary Differential Equations for In-Vitro Infection
A graphical user interface to solve a set of ordinary differential equations (in-vitro infection)
meer dan 9 jaar ago | 1 download |
Submitted
Wilcoxon rank-sum test and box plots for genes/compounds etc in healthy vs. disease
Does a Wilcoxon rank-sum test and creates box plot for genes etc in healthy vs. disease individuals
meer dan 9 jaar ago | 5 downloads |
Submitted
t-test and box plots for genes/compounds etc in healthy vs. disease
Does a t-test and creates box plots for genes/compounds in healthy vs. disease individuals
meer dan 9 jaar ago | 1 download |
Submitted
healthy_disease_boxplot.zip
Box plots of measured quantity in healthy vs. disease in two cohorts
meer dan 9 jaar ago | 1 download |
Submitted
Linear regression for multiple category data with different slopes for each
The function does OLS and RMA regression on data that is categorized into two different categories
bijna 10 jaar ago | 2 downloads |
Submitted
Linear regression with statistics for multiple category data
This function does linear regression with statistics for multiple category data (OLS and RMA)
meer dan 11 jaar ago | 1 download |
Submitted
A Graphical User Interface for Solving Delay Differential Equations and doing Local Search
A GUI for solving a set of delay differential equations (DDEs) and local search for best solutions
bijna 12 jaar ago | 1 download |
Submitted
Graphical User Interface for Solving Ordinary Differential Equations
A Graphical User Interface for Solving Ordinary Differential Equations (Immune Response Model)
meer dan 12 jaar ago | 1 download |
Submitted
Linear regression on log transformed data
A function that takes two column vectors and does linear regression on the data
meer dan 12 jaar ago | 2 downloads |