Ben Lengerich (blengerich)

blengerich

Geek Repo

Company:UW-Madison

Location:Cambridge, MA, USA

Home Page:https://web.mit.edu/~blengeri/www/

Twitter:@ben_lengerich

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Ben Lengerich's repositories

GenAMap

Visual Machine Learning of Genome-Phenome Associations

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Personalized_Regression

Personalized Regression

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explainable-cnn

Towards Visual Explanations for Convolutional Neural Networks via Input Resampling

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drpca

Differential Robust PCA

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Covid19-LatentCases

Estimate Total SARS-CoV-2 Infections from Limited Diagnostic Tests

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Personalized_Regression_Neurips19

Code for Experiments Accompanying the paper "Learning Sample-Specific Models with Low-Rank Personalized Regression"

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scContextualized

Handlers and utilities for Contextualized analysis of single-cell datasets.

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ContextualGAM

Contextualized Generalized Additive Models.

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DeathByRoundNumbers

Glass-box ML reveals biases in medical practice at round number thresholds

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Mixture-Models

Hierarchical Mixture of Experts,Mixture Density Neural Network

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my_twilio

Simple utility functions to use Twilio to text myself.

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Personalized_Regression_ISMB18

Code to Accompany the ISMB 2018 Paper "Personalized Regression Enables Sample-Specific Pan-Cancer Analysis"

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pylint-badge

pylint badges for everyone!

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SnareSeq

Preprocessed Snare-seq

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BasicRepoPython

A basic repository for developing good Python packages.

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Best_Practices

A collection of best practices and workflows for CS/ML phd students.

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blengerich

Holds my public profile

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blocksparse

Efficient GPU kernels for block-sparse matrix multiplication and convolution

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Contextualized-bjl-fork

A statistical machine learning toolbox for estimating models, distributions, and functions with sample-specific parameters.

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discriminative-subtyping

code for Discriminative Subtyping of Lung Cancers from Histopathology Images via Contextual Deep Learning

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HockeyStats

A fun quick investigation into the effects of the presence of fans.

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interpret

Fit interpretable models. Explain blackbox machine learning.

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keras

Deep Learning for humans

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TalkToEBM

A Natural Language Interface to Explainable Boosting Machines

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