Discover MilesCranmer/git-stats Open Source project

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

2,369

symbolic_deep_learning

Distributed High-Performance Symbolic Regression in Julia

690

SymbolicRegression.jl

Lagrangian Neural Networks

614

lagrangian_nns

Curated list of interactive ML demos

453

awesome-ml-demos

336

DispatchDoctor.jl

The dispatch doctor prescribes type stability

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

142

anki_science

Jupyter Notebook

134

vim-stream

vims - an improved CLI for vim, to use it like sed or awk

Easily benchmark a Julia package over its commit history

103

AirspeedVelocity.jl

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

gso

Vim Script

pysr_paper

A paper describing the implementation of PySR and SymbolicRegression.jl

TeX

sympy2jax

Turning SymPy expressions into JAX functions

Bibtex for various Python science and machine learning software

python_citations

TeX

pysr_scaling_laws

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

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

gnn_resource_allocation

Autosuggestions for function keywords

ArguMend.jl

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

bnn_chaos_model

Macro for deprecating keyword parameters

DeprecateKeywords.jl

issue_aggregator

Show productivity pulse in macOS status bar

pysr_tutorial

Jupyter Notebook

rescue_time_statusbar

Experiments in creating a PySR web app

pysr_interactive

TypeScript

showyourwork_julia_example

TeX

easy_normalizing_flow

Simple normalizing flow with a conditional variable of any size

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

htm

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

easy_distributed_hyperopt

Quantile transform that is differentiable for PyTorch

differentiable_quantile_transform

A repository accompanying the CMD normalizing flow paper

public_CMD_normalizing_flow

clean_detex

Use grammar checkers on your LaTeX paper

XD vs normalizing flows demo

xd_vs_flow

Jupyter Notebook

conferences

Generate a Google calendar of conference deadlines

GaLaGo - Gregory and Loredo algorithm, GPU optimized

galago

C++

paper-style-checkers

Style checklists for research papers, implemented programmatically in vim

PySR_Docs

Stores images for the main PySR documentation site

dockers

Docker images and tricks 🐳

Snake implemented on blinky tape

tape_snake

Filter a list of names by research interest

research_match

gifs

pysr_wandb