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University of Wisconsin-Madison
- Madison, Wisconsin
- theoryandpractice.org
- @kylecranmer
- http://linkedin.com/in/kylecranmer
Highlights
- Pro
Stars
Community-sourced list of papers and resources on neural simulation-based inference.
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
ApsimX is the next generation of APSIM
Companion webpage to the book "Mathematics For Machine Learning"
Tutorial Code for MLHEP pyprob
A Python toolkit for (simulation-based) inference and the mechanization of science.
ServiceX interface for TRExFitter to read ntuple from grid
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Browser client for the Paperscape map
Plugin for MadGraph5_aMC allowing for output Matrix Elements in a TensorFlow-friendly format
📚 Parameterize, execute, and analyze notebooks
Analyzing words Redditors aren't sure how to spell
Adversarial Variational Optimization algorithm implemented in Tensorflow
Recursive Neural Network implementation for jet physics for GPU batch training with PyTorch.
CLI for American English and British English
stefanv / baselayer
Forked from cesium-ml/baselayerFully customizable web application template
A jekyll-based textbook made with Jupyter Notebooks
Plotting library for IPython/Jupyter notebooks
Files to accompany postings at talkingphysics.wordpress.com on how to use manim