Dr. Soumya Banerjee

Harvard University

Last seen: más de 1 año hace | Con actividad desde 2011

Followers: 0 Following: 0

Mensaje

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

Github

Estadística

Feeds

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

casi 6 años hace | 1 descarga |

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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 6 años hace | 1 descarga |

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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

casi 7 años hace | 2 descargas |

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

casi 7 años hace | 1 descarga |

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

casi 7 años hace | 5 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.

más de 7 años hace | 1 descarga |

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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)

más de 7 años hace | 3 descargas |

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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).

más de 7 años hace | 1 descarga |

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

más de 7 años hace | 4 descargas |

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

alrededor de 8 años hace | 10 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 8 años hace | 1 descarga |

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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

más de 9 años hace | 1 descarga |

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

más de 9 años hace | 1 descarga |

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

más de 9 años hace | 2 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).

más de 9 años hace | 2 descargas |

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

casi 10 años hace | 4 descargas |

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

casi 10 años hace | 1 descarga |

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

casi 10 años hace | 1 descarga |

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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

casi 10 años hace | 1 descarga |

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

casi 10 años hace | 1 descarga |

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

alrededor de 10 años hace | 6 descargas |

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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)

más de 10 años hace | 1 descarga |

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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

más de 10 años hace | 2 descargas |

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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

más de 10 años hace | 1 descarga |

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

más de 10 años hace | 1 descarga |

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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

más de 10 años hace | 1 descarga |

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

alrededor de 12 años hace | 1 descarga |

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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

más de 12 años hace | 4 descargas |

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

casi 13 años hace | 1 descarga |

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

casi 13 años hace | 2 descargas |