Community Profile

Dr. Soumya Banerjee

Harvard University

Last seen: 10 Monate vor | Aktiv seit 2011

Followers: 0 Following: 0

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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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Gesendet

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

mehr als 5 Jahre vor | 1 Download |

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

etwa 6 Jahre vor | 1 Download |

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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

mehr als 6 Jahre vor | 1 Download |

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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

mehr als 6 Jahre vor | 1 Download |

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

mehr als 6 Jahre vor | 5 Downloads |

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

mehr als 6 Jahre vor | 1 Download |

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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)

fast 7 Jahre vor | 4 Downloads |

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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).

fast 7 Jahre vor | 1 Download |

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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.

fast 7 Jahre vor | 3 Downloads |

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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)

mehr als 7 Jahre vor | 8 Downloads |

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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.

etwa 8 Jahre vor | 1 Download |

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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

mehr als 8 Jahre vor | 1 Download |

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

mehr als 8 Jahre vor | 1 Download |

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

fast 9 Jahre vor | 2 Downloads |

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

fast 9 Jahre vor | 1 Download |

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

etwa 9 Jahre vor | 1 Download |

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

mehr als 9 Jahre vor | 4 Downloads |

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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

mehr als 9 Jahre vor | 1 Download |

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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

mehr als 9 Jahre vor | 4 Downloads |

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

mehr als 9 Jahre vor | 1 Download |

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

mehr als 9 Jahre vor | 7 Downloads |

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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)

mehr als 9 Jahre vor | 1 Download |

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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

mehr als 9 Jahre vor | 4 Downloads |

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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

mehr als 9 Jahre vor | 1 Download |

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

mehr als 9 Jahre vor | 1 Download |

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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

fast 10 Jahre vor | 2 Downloads |

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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)

mehr als 11 Jahre vor | 1 Download |

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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

fast 12 Jahre vor | 1 Download |

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

mehr als 12 Jahre vor | 1 Download |

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

mehr als 12 Jahre vor | 2 Downloads |