Vandermode

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

MiniGPT-4

Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)

diffusers

🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

BayesianOptimization

A Python implementation of global optimization with gaussian processes.

hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

DragGAN

Unofficial Implementation of DragGAN - "Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold" （DragGAN 全功能实现，在线Demo，本地部署试用，代码、模型已全部开源，支持Windows, macOS, Linux）

aim

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

torchinfo

View model summaries in PyTorch!

SuiteSparse

The official SuiteSparse library: a suite of sparse matrix algorithms authored or co-authored by Tim Davis, Texas A&M University.

VanillaNet

pytorch_misc

Code snippets created for the PyTorch discussion board

dreamsim

DreamSim: Learning New Dimensions of Human Visual Similarity using Synthetic Data (NeurIPS 2023 Spotlight)

LED

[ICCV 2023] Lighting Every Darkness in Two Pairs: A Calibration-Free Pipeline for RAW Denoising && [Arxiv 2023] Make Explicit Calibration Implicit: Calibrate Denoiser Instead of the Noise Model

prysm

physical optics: integrated modeling, phase retrieval, segmented systems, polynomials and fitting, sequential raytracing...

deep-burst-sr

Official implementation of Deep Burst Super-Resolution

flexconv

Code repository for the ICLR 2022 paper "FlexConv: Continuous Kernel Convolutions With Differentiable Kernel Sizes" https://openreview.net/forum?id=3jooF27-0Wy

AutoLens

AutoLens: automated lens design from scratch.

FBANet

Official implementation of ICCV2023 "Towards Real-World Burst Image Super-Resolution: Benchmark and Method"

day-to-night

torcwa

GPU-accelerated RCWA with automatic differentiation

Delta-Prox

Official code repository for ∇-Prox: Differentiable Proximal Algorithm Modeling for Large-Scale Optimization (SIGGRAPH TOG 2023)

LIS

IJCV2023 Instance Segmentation in the Dark

Awesome-SIGGRAPH-Computational-Optics

A reading list for computational optics liteature presented on SIGGRAPH.

Scalable-Angular-Spectrum-Method-SAS

Implementations of the Scalable Angular Spectrum Method

Pani

Pani: an Android app for recording RAW image data

DFlat-pytorch

(Pytorch Version) D-Flat is a forward and inverse design framework for flat optics. Although specially geared for the design of metasurface optics, it may be used for any end-to-end imaging and sensing task.

HDRutils

Polarization-Grating-Design

Design code and examples for polarization-analyzing metasurface gratings as in Rubin et al., "Matrix Fourier optics enables a compact full-Stokes polarization camera", Science aax1839 (2019).

band-extended-angular-spectrum-method

MATLAB code for band-extended angular spectrum method