Dr. Soumya Banerjee

Harvard University

Last seen: oltre 3 anni fa | Attivo dal 2011

Followers: 0 Following: 0

Messaggio

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

Statistica

Visualizza badge

Feeds

Inviato

Samples from gamma and Wishart
Test and draw samples from a gamma distribution and a Wishart distribution

quasi 8 anni fa | 30 download |

0.0 / 5

Inviato

Generic function to perform logistic regression using elastic net regularization
Generic function to perform logistic regression using elastic net regularization

oltre 8 anni fa | 111 download |

0.0 / 5

Inviato

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

quasi 9 anni fa | 1057 download |

0.0 / 5

Inviato

A generic function that uses a Generalized Linear Model (GLM) with factors
A generic function that uses a Generalized Linear Model (GLM) with factors

quasi 9 anni fa | 25 download |

0.0 / 5

Inviato

Function to compute Fisher's p-value for meta-analysis
Function to compute Fisher's p-value for meta-analysis.

quasi 9 anni fa | 287 download |

5.0 / 5

Inviato

Generic function and example code for using neural networks
Generic function and example code for using neural networks for prediction.

oltre 9 anni fa | 676 download |

0.0 / 5

Inviato

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)

oltre 9 anni fa | 787 download |

5.0 / 5

Inviato

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).

oltre 9 anni fa | 157 download |

0.0 / 5

Inviato

Simple example and generic function for SVM binary classifier
Simple generic function that takes two labelled classes and trains SVM classifier.

oltre 9 anni fa | 5129 download |

5.0 / 5

Inviato

Simple example code and generic function for random forests
Simple example code and generic function for random forests (checks out of bag errors)

circa 10 anni fa | 3352 download |

5.0 / 5

Inviato

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.

oltre 10 anni fa | 73 download |

0.0 / 5

Inviato

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

oltre 11 anni fa | 232 download |

0.0 / 5

Inviato

Generic function for LASSO on logistic regression
Generic function and example code for LASSO on logistic regression.

oltre 11 anni fa | 312 download |

0.0 / 5

Inviato

Simple example and generic function to perform PCA
Simple example and generic function to perform PCA(principle components analysis)

oltre 11 anni fa | 608 download |

0.0 / 5

Inviato

Example code and generic function to perform LASSO on GLM
Generic function to perform LASSO on generalized linear model (GLM).

oltre 11 anni fa | 188 download |

0.0 / 5

Inviato

Function to perform Bayesian LASSO
Function to perform Bayesian LASSO (least absolute shrinkage and selection operator)

oltre 11 anni fa | 550 download |

0.0 / 5

Inviato

Simple MATLAB example code and generic function to perform LASSO
Simple MATLAB example code and generic function to perform LASSO

quasi 12 anni fa | 1179 download |

4.0 / 5

Inviato

Bash script to compile MATLAB code in each directory
Iterative matlab compiler: this has Bash scripts to compile MATLAB code in each directory

quasi 12 anni fa | 157 download |

0.0 / 5

Inviato

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

quasi 12 anni fa | 422 download |

5.0 / 5

Inviato

Simple example and generic function for kmeans clustering
Simple generic function and example to perform kmeans clustering

quasi 12 anni fa | 1253 download |

0.0 / 5

Inviato

Bayesian Linear Regression
This is a set of MATLAB functions to do Bayesian linear regression

quasi 12 anni fa | 3274 download |

5.0 / 5

Inviato

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)

oltre 12 anni fa | 672 download |

5.0 / 5

Inviato

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

oltre 12 anni fa | 699 download |

0.0 / 5

Inviato

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

oltre 12 anni fa | 513 download |

0.0 / 5

Inviato

healthy_disease_boxplot.zip
Box plots of measured quantity in healthy vs. disease in two cohorts

oltre 12 anni fa | 418 download |

0.0 / 5

Inviato

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

oltre 12 anni fa | 821 download |

0.0 / 5

Inviato

Linear regression with statistics for multiple category data
This function does linear regression with statistics for multiple category data (OLS and RMA)

circa 14 anni fa | 36056 download |

0.0 / 5

Inviato

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

oltre 14 anni fa | 929 download |

0.0 / 5

Inviato

Graphical User Interface for Solving Ordinary Differential Equations
A Graphical User Interface for Solving Ordinary Differential Equations (Immune Response Model)

quasi 15 anni fa | 983 download |

0.0 / 5

Inviato

Linear regression on log transformed data
A function that takes two column vectors and does linear regression on the data

quasi 15 anni fa | 777 download |

0.0 / 5

Carica altro