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Title: GitHub - a-paulus/softjax: A library for soft differentiable relaxations of common JAX functions. · GitHub

Open Graph Title: GitHub - a-paulus/softjax: A library for soft differentiable relaxations of common JAX functions.

X Title: GitHub - a-paulus/softjax: A library for soft differentiable relaxations of common JAX functions.

Description: A library for soft differentiable relaxations of common JAX functions. - a-paulus/softjax

Open Graph Description: A library for soft differentiable relaxations of common JAX functions. - a-paulus/softjax

X Description: A library for soft differentiable relaxations of common JAX functions. - a-paulus/softjax

Mail addresses
paulus.anselm@gmail.com

Opengraph URL: https://github.com/a-paulus/softjax

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https://github.com/a-paulus/softjax#soft-differentiable-programming-in-jax
https://pypi.org/project/softjax/
https://pypi.org/project/softjax/
https://github.com/a-paulus/softjax/blob/main/LICENSE
https://arxiv.org/abs/2603.08824
SoftTorchhttps://github.com/a-paulus/softtorch
https://github.com/a-paulus/softjax#what-is-softjax
JAXhttps://github.com/google/jax
straight-through-estimationhttps://docs.jax.dev/en/latest/advanced-autodiff.html#straight-through-estimator-using-stop-gradient
https://github.com/a-paulus/softjax#installation
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https://a-paulus.github.io/softjax/https://a-paulus.github.io/softjax/
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arXiv linkhttps://arxiv.org/abs/2603.08824
on GitHubhttps://github.com/a-paulus/softjax
Patrick Kidgerhttps://kidger.site
JAX repositorieshttps://github.com/patrick-kidger
https://github.com/a-paulus/softjax#feedback
https://github.com/a-paulus/softjax#see-also
https://github.com/a-paulus/softjax#other-libraries-in-the-jax-ecosystem
Equinoxhttps://github.com/patrick-kidger/equinox
jaxtypinghttps://github.com/patrick-kidger/jaxtyping
Optaxhttps://github.com/deepmind/optax
Orbaxhttps://github.com/google/orbax
Levanterhttps://github.com/stanford-crfm/levanter
paramaxhttps://github.com/danielward27/paramax
Diffraxhttps://github.com/patrick-kidger/diffrax
Optimistixhttps://github.com/patrick-kidger/optimistix
Lineaxhttps://github.com/patrick-kidger/lineax
BlackJAXhttps://github.com/blackjax-devs/blackjax
sympy2jaxhttps://github.com/patrick-kidger/sympy2jax
PySRhttps://github.com/milesCranmer/PySR
Awesome JAXhttps://github.com/n2cholas/awesome-jax
https://github.com/a-paulus/softjax#other-libraries-on-differentiable-programming
DiffSorthttps://github.com/Felix-Petersen/diffsort
DiffTopKhttps://github.com/Felix-Petersen/difftopk
FastSoftSorthttps://github.com/google-research/fast-soft-sort
Differentiable Top-k with Optimal Transporthttps://gist.github.com/thomasahle/48e9b3f17ead6c3ef11325f25de3655e
SoftSorthttps://github.com/sprillo/softsort
DiffLogichttps://github.com/Felix-Petersen/difflogic
SmoothOThttps://github.com/mblondel/smooth-ot
JaxOpthttps://github.com/google/jaxopt
https://github.com/a-paulus/softjax#papers-on-differentiable-algorithms
Projection onto the probability simplex: An efficient algorithm with a simple proof, and an applicationhttps://arxiv.org/pdf/1309.1541
Differentiable Ranks and Sorting using Optimal Transporthttps://arxiv.org/pdf/1905.11885
Differentiable Top-k with Optimal Transporthttps://papers.nips.cc/paper/2020/file/ec24a54d62ce57ba93a531b460fa8d18-Paper.pdf
SoftSort: A Continuous Relaxation for the argsort Operatorhttps://arxiv.org/pdf/2006.16038
Sinkhorn Distances: Lightspeed Computation of Optimal Transportation Distanceshttps://arxiv.org/abs/1306.0895
Smooth and Sparse Optimal Transporthttps://arxiv.org/abs/1710.06276
Smooth Approximations of the Rounding Functionhttps://arxiv.org/pdf/2504.19026v1
Fast Differentiable Sorting and Rankinghttps://arxiv.org/pdf/2002.08871
Differentiable Sorting Networks for Scalable Sorting and Ranking Supervisionhttps://arxiv.org/abs/2105.04019
API Documentationhttps://a-paulus.github.io/softjax/api/softjax_operators
a-paulus.github.io/softjax/https://a-paulus.github.io/softjax/
differentiable-computing https://github.com/topics/differentiable-computing
differentiable-rendering https://github.com/topics/differentiable-rendering
jax https://github.com/topics/jax
differentiable-programming https://github.com/topics/differentiable-programming
differentiable-optimization https://github.com/topics/differentiable-optimization
differentiable-physics https://github.com/topics/differentiable-physics
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