Fast Differentiable Sorting and Ranking
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Updated
Feb 15, 2024 - Python
Fast Differentiable Sorting and Ranking
Official Code for Face Relighting with Geometrically Consistent Shadows (CVPR 2022)
Differentiable Cosmological Forward Model
Fully-Differentiable ICP in PyTorch
This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".
JAX-DIPS is a differentiable interfacial PDE solver.
Code repository for the 2023 MICCAI Paper "Differentiable Beamforming for Ultrasound Autofocusing"
(differentiable) gradient-based optimization on a chemical graph for de novo molecule design/optimization (ICLR 2022)
Performant, differentiable reinforcement learning
2D Toolbox for Differentiable Ray Tracing
python torch library for polygon / contour to image (mask, distance map) processing and more
Differentiable full-wave electromagnetic solver built with Slang on GPU, native to PyTorch.
Differentiable Radar Simulator for Wireless Sensing Research
Differentiable angular spectrum method for 6G wireless simulation
Mueller matrix PyTorch library with Lu-Chipman decomposition
Parameterizable Auto-differentiable Simulators of ocean Trajectories in jAX.
A Differentiable Data Pipeline Framework for JAX
A collection of the Kabsch (SVD-based) and Horn (Quaternion-based) optimal structural alignment algorithms, implemented in Python (NumPy, PyTorch, JAX, TensorFlow, MLX).
Build and optimize complex programs and algorithms using gradient-based methods through differentiable programming.
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