Joey Litalien (joeylitalien)

joeylitalien

Geek Repo

Company:McGill University

Location:Montreal, Canada

Home Page:joeylitalien.github.io

Twitter:@JoeyLitalien

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Joey Litalien's starred repositories

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.

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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

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memray

Memray is a memory profiler for Python

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einops

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

Language:PythonLicense:MITStargazers:8090Issues:68Issues:171

MarkovJunior

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

Language:C#License:MITStargazers:6874Issues:92Issues:27

kajiya

💡 Experimental real-time global illumination renderer 🦀

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SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

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warp

A Python framework for high performance GPU simulation and graphics

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torch-ngp

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

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ConvLSTM_pytorch

Implementation of Convolutional LSTM in PyTorch.

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ngp_pl

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

Language:Jupyter NotebookLicense:MITStargazers:1224Issues:24Issues:141

HashNeRF-pytorch

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

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differentiable-sdf-rendering

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

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NeuralRecon-W

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

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RTXGI-DDGI

RTX Global Illumination (RTXGI)

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ChameleonRT

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

Language:C++License:MITStargazers:584Issues:21Issues:19

manhattan_sdf

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

Language:PythonLicense:NOASSERTIONStargazers:489Issues:23Issues:60

openpgl

Intel(R) Open Path Guiding Library

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sdf-explorer

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

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cholespy

An easily integrable Cholesky solver on CPU and GPU

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neural-light-fields

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

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LTC-Anisotropic

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

Language:C++License:MITStargazers:76Issues:2Issues:2

mitsuba-im

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

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bpbrt4

pbrt-v4 render engine/exporter for Blender

mts2b

Mitsuba2 render engine/exporter for Blender

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cv-gfx-ml-icons

CC0 icons for graphics, machine learning, computer vision

License:CC0-1.0Stargazers:5Issues:3Issues:0