Code

pyprob
A probabilistic programming system for simulators and high-performance computing (HPC), based on PyTorch.
GitHub

PPX
The cross-platform Probabilistic Programming eXecution protocol (PPX).
GitHub

pyprob_cpp
C++ front end for coupling pyprob with large-scale simulators.
GitHub

DiffSharp
A functional differentiable programming library.
GitHub

hypergradient-descent
PyTorch code for online learning adaptation with hypergradients.
GitHub

hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC).
GitHub

pypsg
Python wrapper for the NASA Goddard PSG (Planetary Spectrum Generator) tool.
GitLab

pyatmos
Python package and Docker image for Atmos, a photochemistry–climate model by NASA Astrobiology Institute (NAI) Virtual Planetary Laboratory.
GitLab

Hype
An experimental library for deep learning and hyperparameter optimization.
Web site
GitHub

FsAlg
A generic linear algebra library.
Web site
GitHub

LambdaReactor
An implementation of the lambda calculus abstract chemistry (origin of life) of Walter Fontana and Leo Buss.
GitHub

CPGEvolution
Evolution of central pattern generator (CPG) networks for bipedal walking.
YouTube video
GitHub