MilesCranmer
Assistant Professor at University of Cambridge in Data Intensive Science. Works on AI + astro/physics.
University of CambridgeCambridge, UK
Pinned Repositories
anki_science
Anki decks for physics, astronomy, computer science, machine learning, and statistics.
awesome-ml-demos
Curated list of interactive ML demos
gso
🏃 Google StackOverflow in Vim. Copy-pastes the code directly in your script.
lagrangian_nns
Lagrangian Neural Networks
PySR
High-Performance Symbolic Regression in Python and Julia
symbolic_deep_learning
Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"
SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
vim-stream
vims - use vim like sed
DynamicExpressions.jl
Ridiculously fast symbolic expressions
DynamicQuantities.jl
Efficient and type-stable physical quantities in Julia
MilesCranmer's Repositories
MilesCranmer/PySR
High-Performance Symbolic Regression in Python and Julia
MilesCranmer/SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
MilesCranmer/vim-stream
vims - use vim like sed
MilesCranmer/AirspeedVelocity.jl
Easily benchmark a Julia package over its commit history
MilesCranmer/pysr_paper
A paper describing the implementation of PySR and SymbolicRegression.jl
MilesCranmer/rip2
A safe and ergonomic alternative to rm
MilesCranmer/ArtPop
✨ ArtPop – Building artificial galaxies one star at a time.
MilesCranmer/ModelingToolkit.jl
An acausal modeling framework for automatically parallelized scientific machine learning (SciML) in Julia. A computer algebra system for integrated symbolics for physics-informed machine learning and automated transformations of differential equations
MilesCranmer/nu_scripts
A place to share Nushell scripts with each other
MilesCranmer/PySR_Docs
Stores images for the main PySR documentation site
MilesCranmer/AstroPile_prototype
Project to collect ALL the data!
MilesCranmer/bitsandbytes
8-bit CUDA functions for PyTorch
MilesCranmer/CoreOS-GPU
Enabling nvidia-docker and CUDA based containers on CoreOS
MilesCranmer/Cthulhu.jl
The slow descent into madness
MilesCranmer/CUDA.jl
CUDA programming in Julia.
MilesCranmer/dua-cli
View disk space usage and delete unwanted data, fast.
MilesCranmer/Enzyme.jl
Julia bindings for the Enzyme automatic differentiator
MilesCranmer/GPUArrays.jl
Reusable array functionality for Julia's various GPU backends.
MilesCranmer/jaxtyping
Type annotations and runtime checking for shape and dtype of JAX/NumPy/PyTorch/etc. arrays. https://docs.kidger.site/jaxtyping/
MilesCranmer/julia
The Julia Programming Language
MilesCranmer/MLJBase.jl
Core functionality for the MLJ machine learning framework
MilesCranmer/numpy
Numpy main repository
MilesCranmer/Optim.jl
Optimization functions for Julia
MilesCranmer/Pkg.jl
Pkg - Package manager for the Julia programming language
MilesCranmer/PreallocationTools.jl
Speed at all costs
MilesCranmer/PyCall.jl
Package to call Python functions from the Julia language
MilesCranmer/PythonCall.jl
Python and Julia in harmony.
MilesCranmer/ReadOnlyArrays.jl
A wrapper type around AbstractArray that is read-only
MilesCranmer/UniAdminTools.jl
Optimisation tools for academic administrative duties
MilesCranmer/unix-watch
Simple rust implementation of the Unix watch command