Miles Cranmer

symbolic_deep_learning. Code for "Discovering Symbolic Models from Deep Learning with Inductive Biases"

rip2. A safe and ergonomic alternative to rm

lagrangian_nns. Lagrangian Neural Networks

awesome-ml-demos. Curated list of interactive ML demos

anki_science. Anki decks for physics, astronomy, computer science, machine learning, and statistics.

DispatchDoctor.jl. The dispatch doctor prescribes type stability

AirspeedVelocity.jl. Easily benchmark a Julia package over its commit history

BorrowChecker.jl. A borrow checker for Julia

vim-stream. vims - use vim like sed

gso. 🏃 Google StackOverflow in Vim. Copy-pastes the code directly in your script.

pysr_paper. A paper describing the implementation of PySR and SymbolicRegression.jl

sympy2jax. Turning SymPy expressions into JAX functions

DynamicDiff.jl. Fast symbolic derivatives of runtime-generated expressions

pysr_scaling_laws. You should use PySR to find scaling laws. Here's an example.

python_citations. Bibtex for various Python science and machine learning software

gnn_resource_allocation. Code for our paper on doing resource allocation with graph neural networks

ArguMend.jl. Autosuggestions for function keywords

DeprecateKeywords.jl. Macro for deprecating keyword parameters

bnn_chaos_model. Model and training code for Bayesian neural network for compact planetary instability

pysr_tutorial. Jupyter Notebook

easy_normalizing_flow. Simple normalizing flow with a conditional variable of any size

issue_aggregator. Shell

rescue_time_statusbar. Show productivity pulse in macOS status bar

pysr_interactive. Experiments in creating a PySR web app

differentiable_quantile_transform. Quantile transform that is differentiable for PyTorch

htm. Human Task Manager. A featureful script-based task manager for projects and to-do's.

easy_distributed_hyperopt. Do distributed hyperparameter optimization using only a shared folder between processes.

clean_detex. Use grammar checkers on your LaTeX paper

public_CMD_normalizing_flow. A repository accompanying the CMD normalizing flow paper

reedline. A feature-rich line editor - powering Nushell

git-stats. Calculate number of words changed on an overleaf doc (or any git repo), excluding text that was just moved.

DataDrivenDiffEq.jl. Data driven modeling and automated discovery of dynamical systems for the SciML Scientific Machine Learning organization

ConstructionBase.jl. Primitives for construction of objects

PySR_Docs. Stores images for the main PySR documentation site

pypi-timemachine. Install packages with pip as if you were in the past!

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

nu_scripts. A place to share Nushell scripts with each other

pyeasyga. A simple and easy-to-use implementation of a Genetic Algorithm library in Python