Dr. Soumya Banerjee

Harvard University

Last seen: mehr als ein Jahr vor | Aktiv seit 2011

Followers: 0 Following: 0

Nachricht

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

Statistik

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Feeds

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

fast 6 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

mehr als 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

fast 7 Jahre vor | 2 Downloads |

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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

fast 7 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.

fast 7 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 7 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)

mehr als 7 Jahre vor | 3 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).

mehr als 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.

mehr als 7 Jahre vor | 4 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)

etwa 8 Jahre vor | 10 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.

mehr als 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 9 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 9 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)

mehr als 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).

mehr als 9 Jahre vor | 2 Downloads |

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

fast 10 Jahre vor | 4 Downloads |

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

fast 10 Jahre vor | 1 Download |

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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

fast 10 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

fast 10 Jahre vor | 1 Download |

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

fast 10 Jahre vor | 1 Download |

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

etwa 10 Jahre vor | 5 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 10 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 10 Jahre vor | 2 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 10 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 10 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

mehr als 10 Jahre vor | 1 Download |

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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)

etwa 12 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

mehr als 12 Jahre vor | 4 Downloads |

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

fast 13 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

fast 13 Jahre vor | 2 Downloads |