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controllingneurallevelsets

Controlling Neural Level Sets

deepsdf-alexey-

"DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation" implementation (ML 2019, Skoltech)

dl4g

Example code for the Siggraph Asia Tutorial CreativeAI

evogym

A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.

fourier-feature-networks

Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains

idr

im-net-pytorch

PyTorch 1.2 implementation of IM-NET.

mesh_to_sdf

Calculate signed distance fields for arbitrary meshes

nerf-pytorch

nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

nfgp

Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.

nglod

Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes (CVPR 2021 Oral)

ntk

Code for experiments in my blog post on the Neural Tangent Kernel: https://rajatvd.github.io/NTK

papers-in-100-lines-of-code

Implementation of papers in 100 lines of code.

pymcubes

Marching cubes (and related tools) for Python

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

ribbonsim

sdf

Parallelized triangle mesh --> continuous signed distance field on CPU

tiny-cuda-nn

Lightning fast C++/CUDA neural network framework

workshops-2020-2021

Workshops for 2020-2021 school year