shanqi

ml-upscale

Export utility for unconstrained channel pruned models

skypilot

SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

shanqi.github.io

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

qkeras

QKeras: a quantization deep learning library for Tensorflow Keras

netron

Visualizer for neural network, deep learning and machine learning models

pytorch-lightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

nerf

Code release for NeRF (Neural Radiance Fields)

sgnn

[CVPR'20] SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans

mitsuba2

Mitsuba 2: A Retargetable Forward and Inverse Renderer

DeepSDF

Learning Continuous Signed Distance Functions for Shape Representation

pytorch3d

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

detectron2

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

stylegan

StyleGAN - Official TensorFlow Implementation

tcav

Code for the TCAV ML interpretability project

s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

AdaIN-style

Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

openMVG

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.