rlphilli
Student at Cornell University interested in statistics, ML frameworks, and the downstream effects of algorithmic decision making on varied populations.
Pinned Repositories
DRP
wilds
A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.
baal
Library to enable Bayesian active learning in your research or labeling work.
Collaborative-Incentives
COVID-19-EconPerspective
DeltaBondLength-Tool
A tool created to track changes in the lengths of common bonds across a reaction. This can be used as a qualitative measure of long term stability for reversible reactions or to create a machine learning data set including changes in general or individual bond lengths.
demos
Demos and tutorials for ORIE 4741
InterpretableActiveLearning
Public experimental example code for the ProPublic recidivism data-based experiments for the upcoming Interpretable Active Learning Paper
Keras-Generating-Focussed-Molecule-Libraries
Working on reimplementing the work presented by Segler et al. in "Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks" https://arxiv.org/pdf/1701.01329.pdf
sklearn-PUK-kernel
Pearson VII function-based universal kernel. Pluggable into sklearn's custom kernel options for SVC.
rlphilli's Repositories
rlphilli/InterpretableActiveLearning
Public experimental example code for the ProPublic recidivism data-based experiments for the upcoming Interpretable Active Learning Paper
rlphilli/Collaborative-Incentives
rlphilli/Keras-Generating-Focussed-Molecule-Libraries
Working on reimplementing the work presented by Segler et al. in "Generating Focussed Molecule Libraries for Drug Discovery with Recurrent Neural Networks" https://arxiv.org/pdf/1701.01329.pdf
rlphilli/DeltaBondLength-Tool
A tool created to track changes in the lengths of common bonds across a reaction. This can be used as a qualitative measure of long term stability for reversible reactions or to create a machine learning data set including changes in general or individual bond lengths.
rlphilli/sklearn-PUK-kernel
Pearson VII function-based universal kernel. Pluggable into sklearn's custom kernel options for SVC.
rlphilli/baal
Library to enable Bayesian active learning in your research or labeling work.
rlphilli/COVID-19-EconPerspective
rlphilli/demos
Demos and tutorials for ORIE 4741
rlphilli/gitcolabjupytertips
rlphilli/keras
Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.
rlphilli/language-and-identity
rlphilli/lectures_and_demos
This is/will be a collection of materials that I have created for teaching
rlphilli/LSTMVis
Visualization Toolbox for Long Short Term Memory networks (LSTMs)
rlphilli/mdwiki-seed
Alternative to https://github.com/Dynalon/mdwiki-seed
rlphilli/MovieDROExp
rlphilli/Pandas-to-ARFF
Create an ARFF string from an existing pandas dataframe.
rlphilli/pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
rlphilli/section
Section materials for ORIE 4741
rlphilli/website-1
Website MD4SG.com