Zijiang Yang's repositories
KAN-VS-MLP
This repo provides some examples (mostly solving PDE) to compare KAN and MLP
FluentPythonNotes
Notes for the book Fluent Python, 1st Edition (O'Reilly, 2015)
dimensionality_reduction_python
Python implementation of some dimensionality reduction methods
modulus-examples-with-notes
重新整理并完善的Module Examples，包含必要注释（zh-cn）。
Baseline4SolvingRBConvection
The baseline of Solving the Rayleigh–Bénard Convection with PINN
Baseline4SolvingSchrodingerEquation
The baseline of Solving the Schrödinger Equation with PINN
Bohrium-AI4SCup-USCT
The public code of 2nd solution (forward problem, private) of Bohrium AI4S Cup USCT.
MeshfreeFlowNet
MeshfreeFlowNet: Physical Constrained Space Time Super-Resolution
ARF-svox2
Artistic Radiance Fields
BookReview
已读书目的书评
editnerf
Editing a Conditional Radiance Field
ExpertPythonProgrammingNotes
Notes for the book Expert Python Programming, Second Edition (Packt Publishing, 2016)
mipnerf_pl
Unofficial pytorch-lightning implement of Mip-NeRF
NeuralNetworks
Python implementation of Neural Networks
UsefulPackages-Python
Interesting & useful libraries of Python
HashNeRF-pytorch
Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/
nerf-pytorch
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
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
UnityURPToonLitShaderExample
A very simple toon lit shader example, for you to learn writing custom lit shader in Unity URP