Community Profile

Dr. Soumya Banerjee

Harvard University

Last seen: 10ヶ月前 | 2011 年からアクティブ

Followers: 0 Following: 0

連絡

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

統計

バッジを表示

Feeds

送信済み

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

5年以上前 | ダウンロード 1 件 |

送信済み

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

約6年前 | ダウンロード 1 件 |

送信済み

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

6年以上前 | ダウンロード 1 件 |

送信済み

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

6年以上前 | ダウンロード 1 件 |

送信済み

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

6年以上前 | ダウンロード 5 件 |

送信済み

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

6年以上前 | ダウンロード 1 件 |

送信済み

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)

7年弱前 | ダウンロード 4 件 |

送信済み

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).

7年弱前 | ダウンロード 1 件 |

送信済み

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

7年弱前 | ダウンロード 3 件 |

送信済み

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

7年以上前 | ダウンロード 8 件 |

送信済み

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.

約8年前 | ダウンロード 1 件 |

送信済み

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

8年以上前 | ダウンロード 1 件 |

送信済み

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

8年以上前 | ダウンロード 1 件 |

送信済み

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

9年弱前 | ダウンロード 2 件 |

送信済み

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

9年弱前 | ダウンロード 1 件 |

送信済み

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

約9年前 | ダウンロード 1 件 |

送信済み

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

9年以上前 | ダウンロード 4 件 |

送信済み

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

9年以上前 | ダウンロード 1 件 |

送信済み

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

9年以上前 | ダウンロード 4 件 |

送信済み

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

9年以上前 | ダウンロード 1 件 |

送信済み

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

9年以上前 | ダウンロード 7 件 |

送信済み

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)

9年以上前 | ダウンロード 1 件 |

送信済み

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

9年以上前 | ダウンロード 4 件 |

送信済み

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

9年以上前 | ダウンロード 1 件 |

送信済み

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

9年以上前 | ダウンロード 1 件 |

送信済み

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

10年弱前 | ダウンロード 2 件 |

送信済み

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

11年以上前 | ダウンロード 1 件 |

送信済み

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

12年弱前 | ダウンロード 1 件 |

送信済み

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

12年以上前 | ダウンロード 1 件 |

送信済み

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

12年以上前 | ダウンロード 2 件 |

さらに読み込む