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Antonio Stanziola's Projects

awesome-cv icon awesome-cv

:page_facing_up: Awesome CV is LaTeX template for your outstanding job application

awesome-jax icon awesome-jax

JAX - A curated list of resources https://github.com/google/jax

bsuite icon bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

diff-pat-jax icon diff-pat-jax

Unofficial implementation of the Diff-PAT paper by Fushimi et al. in JAX

diffrax icon diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

equinox icon equinox

Callable PyTrees and filtered JIT/grad transformations => neural networks in JAX.

helx icon helx

Interoperating between (Deep) Reiforcement Learning libraries

jax icon jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jax-fenics-adjoint icon jax-fenics-adjoint

Differentiable interface to FEniCS/Firedrake for JAX using dolfin-adjoint/pyadjoint

jwave icon jwave

A JAX-based research framework for differentiable and parallelizable acoustic simulations, on CPU, GPUs and TPUs

luprox icon luprox

Linear uncertainty propagation using JAX transformations

ml-us-deadlines icon ml-us-deadlines

:alarm_clock: Conference deadlines on Machine Learning and Ultrasound (and other ones I fancy)

personal-site icon personal-site

A quicker, cleaner way to get started blogging with Hydejack.

pgportfolio icon pgportfolio

PGPortfolio: Policy Gradient Portfolio, the source code of "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem"(https://arxiv.org/pdf/1706.10059.pdf).

pinns icon pinns

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

plum icon plum

Multiple dispatch in Python

plumkdocs icon plumkdocs

Hacky mkdocs documentation for plum-dispatch

pyspice icon pyspice

Simulate electronic circuit using Python and the Ngspice / Xyce simulators

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