Differentiable Rendering Python Packages

deodr

A differentiable 3D renderer with Pytorch, Tensorflow and Matlab interfaces

redner

Differentiable rendering without approximation.

diffdrr

Auto-differentiable digitally reconstructed radiographs in PyTorch

redner-gpu

Differentiable rendering without approximation.

diffmoments

Moment Bounds are Differentiable (SIGGRAPH 2025)

softtorch

A library for soft differentiable relaxations of common PyTorch functions.

deeplens-core

Differentiable optical lens simulator for end-to-end computational imaging.

mitransient

Code for "Non-line-of-sight transient rendering" in Mitsuba 3 - Full implementation of transient path tracing - pip install mitransient

sdasim

Speed-optimized differentiable satellite scene simulator

jaxrenderer

Differentiable Rasteriser implemented in JAX. Reference: https://github.com/erwincoumans/tinyrenderer, https://github.com/ssloy/tinyrenderer/wiki; PR: https://github.com/google/brax/pull/367

softjax

A library for soft differentiable relaxations of common JAX functions.

mesh-renderer

No description available

diffpose

[CVPR 2024] Intraoperative 2D/3D registration via differentiable X-ray rendering

redner-test

Differentiable rendering without approximation.