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arf-svox2

Artistic Radiance Fields

baseline4solvingrbconvection

The baseline of Solving the Rayleigh–Bénard Convection with PINN

baseline4solvingschrodingerequation

The baseline of Solving the Schrödinger Equation with PINN

bookreview

已读书目的书评

d2lnotes

Notes for the book Dive into Deep Learning - V2 - PyTorch

dimensionality_reduction_python

Python implementation of some dimensionality reduction methods

editnerf

Editing a Conditional Radiance Field

expertpythonprogrammingnotes

Notes for the book Expert Python Programming, Second Edition (Packt Publishing, 2016)

fluentpythonnotes

Notes for the book Fluent Python, 1st Edition (O'Reilly, 2015)

hashnerf-pytorch

Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/

kan-vs-mlp

This repo provides some examples (mostly solving PDE) to compare KAN and MLP

meshfreeflownet

MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution

mipnerf_pl

Unofficial pytorch-lightning implement of Mip-NeRF

modulus-examples-with-notes

重新整理并完善的Module Examples，包含必要注释（zh-cn）。

nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

neuralnetworks

Python implementation of Neural Networks

ngp_pl

Instant-ngp in pytorch+cuda trained with pytorch-lightning (high quality with high speed, with only few lines of legible code)

notion-export-client

Notion备份客户端工具，将指定Notion page单向转换为本地markdown文件

pep-notes

Notes for Python Enhancement Proposals(PEPs)

pinf_smoke

The pytorch implementation of the paper, "Physics Informed Neural Fields for Smoke Reconstruction with Sparse Data" (SIGGRAPH 2022 https://rachelcmy.github.io/pinf_smoke/), from M. Chu, L. Liu, Q. Zheng, E. Franz, H.P. Seidel, C. Theobalt, R. Zayer.

pinn-sampling

Non-adaptive and residual-based adaptive sampling for PINNs

pytorch-docker

Pure Pytorch Docker Images.

pytorchtrainingspeedbenchmark

提供非严谨的不同GPU下PyTorch训练速度评估

stylerf

[CVPR 2023] StyleRF: Zero-shot 3D Style Transfer of Neural Radiance Fields

stylizing-3d-scene

unityurptoonlitshaderexample

A very simple toon lit shader example, for you to learn writing custom lit shader in Unity URP

usefulpackages-python

Interesting & useful libraries of Python