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alex's personal site

Source code for alex's personal site published at ardunn.github.io and ardunn.us

how this site is built

This site is built primarily with hugo, a static site generator. I used the template of the black-and-white theme and modified the templates and partial html snippets for a different appearance. Compiled with hugo v0.54.0.

Alex Dunn's Projects

atomate icon atomate

atomate is a powerful software for computational materials science and contains pre-built workflows.

automatminer icon automatminer

An automatic "black-box" yet interpretable engine for predicting materials properties.

beep icon beep

Battery evaluation and early prediction

cgcnn icon cgcnn

Crystal graph convolutional neural networks for predicting material properties.

cs188 icon cs188

[inactive] alex and breanna's cs188 project

dex icon dex

an ultra-minimal productivity system

dreambooth-stable-diffusion icon dreambooth-stable-diffusion

Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion (tweaks focused on training faces)

dsmt icon dsmt

dumb simple (server) monitoring tool

gpt-neox icon gpt-neox

An implementation of model parallel autoregressive transformers on GPUs, based on the DeepSpeed library.

latmats icon latmats

Latent representations of materials

lbnlp icon lbnlp

Common NLP (text mining) tools for materials science and chemistry, for groups at Lawrence Berkeley National Lab (LBNL) and beyond.

mat2vec icon mat2vec

Supplementary Materials for Tshitoyan et al. "Unsupervised word embeddings capture latent knowledge from materials science literature", Nature (2019).

matbench icon matbench

MatBench: Benchmark for materials science property prediction

matbert_ner icon matbert_ner

General training framework for NER models on MatBERT

matcom icon matcom

study structural communities in materials databases

matminer_examples icon matminer_examples

A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code

mmai icon mmai

Using applied statistics to predict the outcomes of mixed martial arts bouts.

modnet icon modnet

MODNet: a framework for machine learning materials properties

mpcontribs icon mpcontribs

Platform for materials scientists to contribute and disseminate their materials data through Materials Project

pymatgen icon pymatgen

Python Materials Genomics (pymatgen) is a robust materials analysis code that defines core object representations for structures and molecules with support for many electronic structure codes. It is currently the core analysis code powering the Materials Project.

rocketsled icon rocketsled

plug-n-play black box optimizer for high-throughput computing

scraps icon scraps

random bits of text and notes for quick hacking

tpot icon tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

ucbviz2019 icon ucbviz2019

A website for the UC Berkeley Graduate Data Visualization Contest 2019

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