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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6.374
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4.70
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31 Archivos
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MEDIA DE ME GUSTA
Feeds
Enviada
Samples from gamma and Wishart
Test and draw samples from a gamma distribution and a Wishart distribution
más de 7 años hace | 30 descargas |
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Generic function to perform logistic regression using elastic net regularization
Generic function to perform logistic regression using elastic net regularization
más de 8 años hace | 111 descargas |
Enviada
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
más de 8 años hace | 1057 descargas |
Enviada
A generic function that uses a Generalized Linear Model (GLM) with factors
A generic function that uses a Generalized Linear Model (GLM) with factors
más de 8 años hace | 25 descargas |
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Function to compute Fisher's p-value for meta-analysis
Function to compute Fisher's p-value for meta-analysis.
más de 8 años hace | 287 descargas |
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Generic function and example code for using neural networks
Generic function and example code for using neural networks for prediction.
alrededor de 9 años hace | 676 descargas |
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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)
alrededor de 9 años hace | 781 descargas |
Enviada
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).
alrededor de 9 años hace | 157 descargas |
Enviada
Simple example and generic function for SVM binary classifier
Simple generic function that takes two labelled classes and trains SVM classifier.
alrededor de 9 años hace | 5126 descargas |
Enviada
Simple example code and generic function for random forests
Simple example code and generic function for random forests (checks out of bag errors)
casi 10 años hace | 3342 descargas |
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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.
más de 10 años hace | 72 descargas |
Enviada
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
alrededor de 11 años hace | 232 descargas |
Enviada
Generic function for LASSO on logistic regression
Generic function and example code for LASSO on logistic regression.
alrededor de 11 años hace | 311 descargas |
Enviada
Simple example and generic function to perform PCA
Simple example and generic function to perform PCA(principle components analysis)
alrededor de 11 años hace | 607 descargas |
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Example code and generic function to perform LASSO on GLM
Generic function to perform LASSO on generalized linear model (GLM).
alrededor de 11 años hace | 188 descargas |
Enviada
Function to perform Bayesian LASSO
Function to perform Bayesian LASSO (least absolute shrinkage and selection operator)
más de 11 años hace | 550 descargas |
Enviada
Simple MATLAB example code and generic function to perform LASSO
Simple MATLAB example code and generic function to perform LASSO
más de 11 años hace | 1160 descargas |
Enviada
Bash script to compile MATLAB code in each directory
Iterative matlab compiler: this has Bash scripts to compile MATLAB code in each directory
más de 11 años hace | 157 descargas |
Enviada
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
más de 11 años hace | 422 descargas |
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Simple example and generic function for kmeans clustering
Simple generic function and example to perform kmeans clustering
más de 11 años hace | 1251 descargas |
Enviada
Bayesian Linear Regression
This is a set of MATLAB functions to do Bayesian linear regression
más de 11 años hace | 3271 descargas |
Enviada
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)
alrededor de 12 años hace | 671 descargas |
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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
alrededor de 12 años hace | 695 descargas |
Enviada
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
alrededor de 12 años hace | 513 descargas |
Enviada
healthy_disease_boxplot.zip
Box plots of measured quantity in healthy vs. disease in two cohorts
alrededor de 12 años hace | 417 descargas |
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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
alrededor de 12 años hace | 821 descargas |
Enviada
Linear regression with statistics for multiple category data
This function does linear regression with statistics for multiple category data (OLS and RMA)
casi 14 años hace | 36055 descargas |
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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
alrededor de 14 años hace | 929 descargas |
Enviada
Graphical User Interface for Solving Ordinary Differential Equations
A Graphical User Interface for Solving Ordinary Differential Equations (Immune Response Model)
más de 14 años hace | 983 descargas |
Enviada
Linear regression on log transformed data
A function that takes two column vectors and does linear regression on the data
más de 14 años hace | 776 descargas |
