laserkelvin
HPC AI/ML engineer at Intel AXG. Previously postdoc at MIT, CfA/SAO. Interests in astrochemistry and physical chemistry.
Intel CorporationHillsboro, OR
Pinned Repositories
astrochem_embedding
Language models for astrochemistry
CFOUR-viewer
A set of Python routines for the electronic structure suite CFOUR
cookiecutter-pytorch-project
Hypermodern PyTorch Project Cookiecutter
learning-neural-networks
A repository of notebooks for teaching neural networks
PyGOPHER
A Python wrapper for te spectroscopy program PGopher
PyMoments
Python library for calculating molecular rotational constants from standard input formats
PySpecTools
Routines for rotational spectroscopy analysis written in Python 3
rotconML
Probabilistic deep learning models for molecule identification using PyTorch
umda
Unsupervised molecule discovery in astrophysics project
understanding-ml
Repository of notebooks for understanding how machine learning methods work
laserkelvin's Repositories
laserkelvin/PySpecTools
Routines for rotational spectroscopy analysis written in Python 3
laserkelvin/PyGOPHER
A Python wrapper for te spectroscopy program PGopher
laserkelvin/umda
Unsupervised molecule discovery in astrophysics project
laserkelvin/PyMoments
Python library for calculating molecular rotational constants from standard input formats
laserkelvin/astrochem_embedding
Language models for astrochemistry
laserkelvin/Astrochymist
A python script that will parse Astrochymist
laserkelvin/matsciml
Open MatSci ML Toolkit is a single framework for prototyping and scaling out deep learning models for materials discovery, built on top of OpenCatalyst, PyTorch Lightning, and the Deep Graph Library.
laserkelvin/Spectron3000
Dash application for viewing astronomical spectra
laserkelvin/tufte-md2latex
A template for converting Markdown into a Tufte-styled LaTeX document
laserkelvin/cookiecutter-pytorch-project
Hypermodern PyTorch Project Cookiecutter
laserkelvin/code-base-investigator
Code Base Investigator is a python tool to help examine the platform divergence of a code base.
laserkelvin/cookiecutter-modern-pypackage
Cookiecutter template for a modern Python package.
laserkelvin/examol-redoxmers
Designing new redoxmers with ExaMol
laserkelvin/exmol
Explainer for black box models that predict molecule properties
laserkelvin/isms-2022-specgraph
Slide deck for ISMS 2022
laserkelvin/laserkelvin
READ#ME#
laserkelvin/laserkelvin.github.io
laserkelvin/lightning
Deep learning framework to train, deploy, and ship AI products Lightning fast.
laserkelvin/litmatter
Rapid experimentation and scaling of deep learning models on molecular and crystal graphs.
laserkelvin/mace
MACE - Fast and accurate machine learning interatomic potentials with higher order equivariant message passing.
laserkelvin/ml-reviews
A Zettelkasten for machine learning literature
laserkelvin/neovim-dotfiles
Keeping dotfiles for neovim consistent across platforms
laserkelvin/normalizing-flows-slides
A short interactive review for normalizing flows
laserkelvin/p3-analysis-library
A library simplifying the collection and interpretation of P3 data.
laserkelvin/personal-website
laserkelvin/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
laserkelvin/qmk_firmware
Open-source keyboard firmware for Atmel AVR and Arm USB families
laserkelvin/reveal.js-d3
Full integration of animated javascript-based visualizations (D3, vega-lite, semiotic, etc ...) into Reveal.js presentations
laserkelvin/reveal.js-plugins
Plugins for reveal.js
laserkelvin/typeset-collection
Container and template workflow for typesetting tasks