MilesCranmer/sympy2jax

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Python
License
Apache License 2.0
Created over 3 years ago
Updated over 3 years ago

MilesCranmer/sympy2jax

MilesCranmer

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Turning SymPy expressions into JAX functions

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

lagrangian_nns

Lagrangian Neural Networks

awesome-ml-demos

Curated list of interactive ML demos

DispatchDoctor.jl

The dispatch doctor prescribes type stability

anki_science

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

Jupyter Notebook

vim-stream

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

AirspeedVelocity.jl

Easily benchmark a Julia package over its commit history

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

python_citations

Bibtex for various Python science and machine learning software

pysr_scaling_laws

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

gnn_resource_allocation

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

ArguMend.jl

Autosuggestions for function keywords

bnn_chaos_model

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

DeprecateKeywords.jl

Macro for deprecating keyword parameters

issue_aggregator

pysr_tutorial

Jupyter Notebook

rescue_time_statusbar

Show productivity pulse in macOS status bar

pysr_interactive

Experiments in creating a PySR web app

showyourwork_julia_example

easy_normalizing_flow

Simple normalizing flow with a conditional variable of any size

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.

differentiable_quantile_transform

Quantile transform that is differentiable for PyTorch

public_CMD_normalizing_flow

A repository accompanying the CMD normalizing flow paper

clean_detex

Use grammar checkers on your LaTeX paper

xd_vs_flow

XD vs normalizing flows demo

Jupyter Notebook

conferences

Generate a Google calendar of conference deadlines

galago

GaLaGo - Gregory and Loredo algorithm, GPU optimized

git-stats

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

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 🐳

tape_snake

Snake implemented on blinky tape

research_match

Filter a list of names by research interest

gifs

pysr_wandb