marcelroed

Graduate student at MIT. Incoming PhD student at Stanford. Structured machine learning, generative models, and hardware accelerators.

MITStanford, CA

Pinned Repositories

e3nn
A modular framework for neural networks with Euclidean symmetry
Language:Python00
examscraper
A small program for fetching and classifying previous exams.
Language:Python10
face-aepca
Language:Python0 2 00
flower
A simple tool for fluid simulation.
Language:C++00
jax-knn
Implementation of K nearest neighbor using K-D trees with support for CPU and TPU
Language:Python20
kattischeck
Fetches sample input and output and compares program output.
Language:Python10
model-optimization
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
Language:Python11
pytorch2timeloop-converter
Language:Python1 0 00
rgcn-jax
Language:Python40

marcelroed's Repositories

marcelroed/rgcn-jax
Language:Python40
marcelroed/jax-knn
Implementation of K nearest neighbor using K-D trees with support for CPU and TPU
Language:Python20
marcelroed/pytorch2timeloop-converter
Language:Python1 0 00
marcelroed/Arpack.jl
Julia Wrappers for the arpack-ng Fortran library
Language:Julia
marcelroed/bqskitrs
Rust native code for BQSKit
marcelroed/conda-forge-pinning-feedstock
A conda-smithy repository for conda-forge-pinning.
marcelroed/dbgpy
Python implementation of Rust's dbg! macro using CSTs
Language:Python
marcelroed/dbgpy-feedstock
A conda-smithy repository for dbgpy.
marcelroed/equinox
Callable PyTrees and filtered JIT/grad transformations => neural networks in JAX.
Language:Python
marcelroed/equivariant-MLP
A library for programmatically generating equivariant layers through constraint solving
Language:Jupyter Notebook
marcelroed/functorch
functorch is JAX-like composable function transforms for PyTorch.
marcelroed/graph-neural-pde
Graph Neural PDEs
marcelroed/hydra
Hydra is a framework for elegantly configuring complex applications
Language:Python
marcelroed/marcelroed.github.io
Personal website
Language:JavaScript
marcelroed/msc-thesis
Master's Thesis for the MSc in Advanced Computer Science at Oxford University
Language:TeX
marcelroed/PhiFlow
A differentiable PDE solving framework for machine learning
Language:Jupyter Notebook
marcelroed/qsearch
A compiler for quantum computers based on A* and numerical optimization.
marcelroed/RelationPrediction
Implementation of R-GCNs for Relational Link Prediction
Language:Python
marcelroed/rgcn
Implementation of RGCNs in PyTorch
Language:Python
marcelroed/RGCN2
Language:Python
marcelroed/rustlings
:crab: Small exercises to get you used to reading and writing Rust code!
Language:Rust
marcelroed/setGPU
Small Python library to automatically set CUDA_VISIBLE_DEVICES to the least loaded device on multi-GPU systems.
Language:Python
marcelroed/staged-recipes
A place to submit conda recipes before they become fully fledged conda-forge feedstocks
Language:Python
marcelroed/submitit
Python 3.6+ toolbox for submitting jobs to Slurm
Language:Python
marcelroed/timeloop-unet
Implementation to convert a PyTorch UNet to Timeloop/Accelergy
Language:Jupyter Notebook
marcelroed/torchdynamo
A Python-level JIT compiler designed to make unmodified PyTorch programs faster.
Language:Python
marcelroed/typeguard
Run-time type checker for Python
Language:Python
marcelroed/understanding-oversquashing
marcelroed/warp
A Python framework for high performance GPU simulation and graphics
marcelroed/yt-dlp
A youtube-dl fork with additional features and fixes