rlphilli Goto Github PK

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

gitcolabjupytertips

interpretableactivelearning

Public experimental example code for the ProPublic recidivism data-based experiments for the upcoming Interpretable Active Learning Paper

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

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

language-and-identity

lectures_and_demos

This is/will be a collection of materials that I have created for teaching

lstmvis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

mdwiki-seed

Alternative to https://github.com/Dynalon/mdwiki-seed

moviedroexp

pandas-to-arff

Create an ARFF string from an existing pandas dataframe.

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

section

Section materials for ORIE 4741

sklearn-puk-kernel

Pearson VII function-based universal kernel. Pluggable into sklearn's custom kernel options for SVC.

website-1

Website MD4SG.com