joeylitalien

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

memray

Memray is a memory profiler for Python

einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

MarkovJunior

Probabilistic language based on pattern matching and constraint propagation, 153 examples

kajiya

💡 Experimental real-time global illumination renderer 🦀

SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

warp

A Python framework for high performance GPU simulation and graphics

torch-ngp

A pytorch CUDA extension implementation of instant-ngp (sdf and nerf), with a GUI.

ConvLSTM_pytorch

Implementation of Convolutional LSTM in PyTorch.

ngp_pl

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

HashNeRF-pytorch

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

differentiable-sdf-rendering

Source code for "Differentiable Signed Distance Function Rendering" (Siggraph 2022)

NeuralRecon-W

Code for "Neural 3D Reconstruction in the Wild", SIGGRAPH 2022 (Conference Proceedings)

RTXGI-DDGI

RTX Global Illumination (RTXGI)

ChameleonRT

An example path tracer that runs on multiple ray tracing backends (Embree/DXR/OptiX/Vulkan/Metal/OSPRay)

manhattan_sdf

Code for "Neural 3D Scene Reconstruction with the Manhattan-world Assumption" CVPR 2022 Oral

openpgl

Intel(R) Open Path Guiding Library

sdf-explorer

This is accompanying code for our JCGT / I3D paper, "A Dataset and Explorer for 3D Signed Distance Functions (SDF)".

vqad

cholespy

An easily integrable Cholesky solver on CPU and GPU

neural-light-fields

This repository contains the code for Learning Neural Light Fields with Ray-Space Embedding Networks.

LTC-Anisotropic

LTC approximation of the Anisotropic GGX for real-time area light shading with anisotropic reflection.

mitsuba-im

Immediate-mode fork of the mitsuba renderer. (See Wiki for branches.)

SAPE

active-exploration

bpn

bpbrt4

pbrt-v4 render engine/exporter for Blender

mts2b

Mitsuba2 render engine/exporter for Blender

cv-gfx-ml-icons

CC0 icons for graphics, machine learning, computer vision