Differentiable Rendering Python Packages

deodr

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

redner

Differentiable rendering without approximation.

deeplens-core

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

diffdrr

[MICCAI CLIP 2022] Differentiable digitally reconstructed radiographs in PyTorch

redner-gpu

Differentiable rendering without approximation.

mitransient

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

softtorch

A library for soft differentiable relaxations of common PyTorch functions.

metal-gauss

Metal-native differentiable 3D Gaussian Splatting for Apple Silicon: fused forward+backward rasterizer on PyTorch MPS, no CUDA anywhere.

misuka

misuka: A differentiable room acoustic renderer

diffmoments

Moment Bounds are Differentiable (SIGGRAPH 2025)

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.

xvreg

[Nature] Training patient-specific 2D/3D registration models in 5 minutes

sdasim

Speed-optimized differentiable satellite scene simulator

mesh-renderer

TF Mesh Renderer

diffpose

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

redner-test

Differentiable rendering without approximation.