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Nick Hattrup's Projects

10708_project icon 10708_project

Project for CMU 10-708 Probalistic Graph Models Spring 2022

cg-schnet icon cg-schnet

cG-SchNet - a conditional generative neural network for 3d molecular structures

char-rnn icon char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

kamel-lobe icon kamel-lobe

Kernel-Averaging Method to Eliminate Length-of-Bin Effects (KAMEL-LOBE)

moldyml icon moldyml

Repository for developing, training, and deploying machine learning models for molecule dynamic simulations

nmp_qc icon nmp_qc

Neural Message Passing for Computer Vision

oareactdiff icon oareactdiff

An object-aware diffusion model for generating chemical reactions

the-photoswitch-dataset icon the-photoswitch-dataset

Repository containing a benchmark dataset for machine learning property prediction of photoswitch molecules: https://arxiv.org/abs/2008.03226

tmqm_meth_methanol icon tmqm_meth_methanol

Houses code for high-throughput screening of homogeneous catalysts for activating methane

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