Pinned Repositories
DeathByRoundNumbers
Glass-box ML reveals biases in medical practice at round number thresholds
drpca
Differential Robust PCA
explainable-cnn
Towards Visual Explanations for Convolutional Neural Networks via Input Resampling
GenAMap
Visual Machine Learning of Genome-Phenome Associations
Personalized_Regression
Personalized Regression
Contextualized
An SKLearn-style toolbox for estimating and analyzing models, distributions, and functions with context-specific parameters.
interpret
Fit interpretable models. Explain blackbox machine learning.
CompBioDatasetsForMachineLearning
A Curated List of Computational Biology Datasets Suitable for Machine Learning
ConferenceCountdown
Webpage used to countdown time until ML/Compbio conference deadlines
Dropout_Interactions
Code for "Dropout as a Regularizer of Interaction Effects"
blengerich's Repositories
blengerich/GenAMap
Visual Machine Learning of Genome-Phenome Associations
blengerich/Personalized_Regression
Personalized Regression
blengerich/explainable-cnn
Towards Visual Explanations for Convolutional Neural Networks via Input Resampling
blengerich/drpca
Differential Robust PCA
blengerich/Covid19-LatentCases
Estimate Total SARS-CoV-2 Infections from Limited Diagnostic Tests
blengerich/Personalized_Regression_Neurips19
Code for Experiments Accompanying the paper "Learning Sample-Specific Models with Low-Rank Personalized Regression"
blengerich/scContextualized
Handlers and utilities for Contextualized analysis of single-cell datasets.
blengerich/ContextualGAM
Contextualized Generalized Additive Models.
blengerich/DeathByRoundNumbers
Glass-box ML reveals biases in medical practice at round number thresholds
blengerich/BioContextualized
blengerich/Mixture-Models
Hierarchical Mixture of Experts,Mixture Density Neural Network
blengerich/my_twilio
Simple utility functions to use Twilio to text myself.
blengerich/Personalized_Regression_ISMB18
Code to Accompany the ISMB 2018 Paper "Personalized Regression Enables Sample-Specific Pan-Cancer Analysis"
blengerich/pylint-badge
pylint badges for everyone!
blengerich/SnareSeq
Preprocessed Snare-seq
blengerich/BasicRepoPython
A basic repository for developing good Python packages.
blengerich/Best_Practices
A collection of best practices and workflows for CS/ML phd students.
blengerich/blengerich
Holds my public profile
blengerich/blocksparse
Efficient GPU kernels for block-sparse matrix multiplication and convolution
blengerich/Contextualized-bjl-fork
A statistical machine learning toolbox for estimating models, distributions, and functions with sample-specific parameters.
blengerich/discriminative-subtyping
code for Discriminative Subtyping of Lung Cancers from Histopathology Images via Contextual Deep Learning
blengerich/HockeyStats
A fun quick investigation into the effects of the presence of fans.
blengerich/interpret
Fit interpretable models. Explain blackbox machine learning.
blengerich/keras
Deep Learning for humans
blengerich/TalkToEBM
A Natural Language Interface to Explainable Boosting Machines