sgbaird
I direct training programs at the @AccelerationConsortium for materials discovery enabled by Bayesian optimization and self-driving labs. Former @sp8rks group
@AccelerationConsortium (UoT) @sparks-baird (UoU)Toronto, ON
Pinned Repositories
awesome-self-driving-labs
A curated list of self-driving laboratories that combine hardware automation and artificial intelligence to accelerate scientific discovery.
awesome-materials-informatics
Curated list of known efforts in materials informatics
faith-family-science
Repository hosting the content for my views and journey as a member of the Church of Jesus Christ of Latter-day Saints, a husband and father, and a scientist.
honegumi
Honegumi (骨組み) is an interactive "skeleton code" generator for API tutorials focusing on optimization packages.
LatticePlane
Calculate atomic lattice plane densities in arbitrary crystal structures (CIF input) for arbitrary lattice planes (HKL indices).
TeXport
For exporting equations and derivations to TeX format and .tex files in Mathematica
mat_discover
A materials discovery algorithm geared towards exploring high-performance candidates in new chemical spaces.
self-driving-lab-demo
Software and instructions for setting up and running a self-driving lab (autonomous experimentation) demo using dimmable RGB LEDs, an 8-channel spectrophotometer, a microcontroller, and an adaptive design algorithm, as well as extensions to liquid- and solid-based color matching demos.
xtal2png
Encode/decode a crystal structure to/from a grayscale PNG image for direct use with image-based machine learning models such as Palette.
sgbaird's Repositories
sgbaird/honegumi
Honegumi (骨組み) is an interactive "skeleton code" generator for API tutorials focusing on optimization packages.
sgbaird/awesome-materials-informatics
Curated list of known efforts in materials informatics
sgbaird/TeXport
For exporting equations and derivations to TeX format and .tex files in Mathematica
sgbaird/CRediT-statement
Generate a CRediT Statement based on a Google Sheets submission form.
sgbaird/olympus
Olympus: a benchmarking framework for noisy optimization and experiment planning
sgbaird/ac-bo-hackathon.github.io
sgbaird/autograding-codespace-python
sgbaird/Ax
Adaptive Experimentation Platform
sgbaird/baybe
A Bayesian Back End for Design of Experiments
sgbaird/bofire
Experimental design and (multi-objective) bayesian optimization.
sgbaird/botorch
Bayesian optimization in PyTorch
sgbaird/foundry
Simplifying the discovery and usage of machine-learning ready datasets in materials science and chemistry
sgbaird/micropython-lib
Core Python libraries ported to MicroPython
sgbaird/micropython-mqtt
A 'resilient' asynchronous MQTT driver. Recovers from WiFi and broker outages.
sgbaird/MicroPython_EMC2101
MicroPython Implementation of Adafruit's CircuitPython EMC2101 library
sgbaird/nomad
NOMAD lets you manage and share your materials science data in a way that makes it truly useful to you, your group, and the community.
sgbaird/nsf-sdl-2023.github.io
Website for NSF SDL Workshop
sgbaird/pioreactor
Hardware and software for accessible, extensible, and scalable bioreactors. Built on Raspberry Pi.
sgbaird/POSE-workshop
Resources for POSE workshop activities using Jubilees for science
sgbaird/prefect
Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines
sgbaird/public-docs
The latest documentation for the Materials Project.
sgbaird/pyscaffold
🛠 Python project template generator with batteries included
sgbaird/pyscaffold-namespace-example
sgbaird/pyscaffoldext-dsproject
💫 PyScaffold extension for data-science projects
sgbaird/pytorch.github.io
The website for PyTorch
sgbaird/robocrystallographer
Automatic generation of crystal structure descriptions.
sgbaird/science-jubilee
Controlling Jubilees for Science!
sgbaird/sgbaird
Sterling Baird's GitHub profile README
sgbaird/showyourwork
Fully reproducible, open source scientific articles in LaTeX.
sgbaird/skills-introduction-to-github
My clone repository