Daniel's repositories

HetML

Framework to develop and deploy machine learning models that predict material properties of van der Waal heterostructures

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chemprop-pretrained

Trained ChemProp Models

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MSEN_670

Resource for MSEN 670 class Computational Material Science

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AI504-DeepLearningResource

Programming for AI Practice

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atlas

A brain for self-driving laboratories

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BAREFOOT-Framework

Batch Bayesian Optimization within the Model Reification and Fusion Framework

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BBO-Rietveld

Automated crystal structure analysis based on blackbox optimisation

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MatGNN

MatGNN is a GNN pipeline model for materials science discovery

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matgnn_perovskites

Graph deep learning on perovskites

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msen330

Git repo for MSEN 330

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bofire

Experimental design and (multi-objective) bayesian optimization.

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DIG

A library for graph deep learning research

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git-scm.com

The git-scm.com website. Note that this repository is only for the website; issues with git itself should go to https://git-scm.com/community.

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materials_informatics

Examples for materials informatics

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megnet

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

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modnet

MODNet: a framework for machine learning materials properties

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py-msen

A collection of python scripts, modules, classes, functions, etc. that I've built during my PhD work and collected here. This repo is not a package, it just a place to save and share the code. Will add more code as I find it and clean it up.

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PyXtal

A code to generate atomic structure with symmetry

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qgroup

Qian Group Repo

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random

Random Stuff

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Segment-Everything-Everywhere-All-At-Once

Official implementation of the paper "Segment Everything Everywhere All at Once"

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stoned-selfies

This repository contains code for the paper: Beyond Generative Models: Superfast Traversal, Optimization, Novelty, Exploration and Discovery (STONED) Algorithm for Molecules using SELFIES

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streamlit-cropper

A simple image cropper for Streamlit

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streamlit-drawable-canvas

Do you like Quick, Draw? Well what if you could train/predict doodles drawn inside Streamlit? Also draws lines, circles and boxes over background images for annotation.

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