Andrey Volodin

mem0. Universal memory layer for AI Agents

system-prompts-and-models-of-ai-tools. FULL Augment Code, Claude Code, Cluely, CodeBuddy, Comet, Cursor, Devin AI, Junie, Kiro, Leap.new, Lovable, Manus, NotionAI, Orchids.app, Perplexity, Poke, Qoder, Replit, Same.dev, Trae, Traycer AI, VSCode Agent, Warp.dev, Windsurf, Xcode, Z.ai Code, Dia & v0. (And other Open Sourced) System Prompts, Internal Tools & AI Models

svt-av1-psy. The Scalable Video Technology for AV1 (SVT-AV1 Encoder and Decoder) with perceptual enhancements for psychovisually optimal AV1 encoding

MetalCompilerPlugin. Swift Package Manager plug-in to compile Metal files that can be debugged in Xcode Metal Debugger.

miniaudio. Audio playback and capture library written in C, in a single source file.

taichi_3d_gaussian_splatting. An unofficial implementation of paper 3D Gaussian Splatting for Real-Time Radiance Field Rendering by taichi lang.

camorph. The official repository for camorph, a python toolbox for converting various camera parameter conventions.

XUSG. XUSG, XU's supreme graphics lib, is a handy wrapper currently for DirectX 12. It can be a good reference for designing your own DX12 wrapper APIs.

ml-fastvit. This repository contains the official implementation of the research paper, "FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization" ICCV 2023

GPUPrefixSums. A nearly complete collection of prefix sum algorithms implemented in CUDA, D3D12, Unity and WGPU. Theoretically portable to all wave/warp/subgroup sizes.

igl. Intermediate Graphics Library (IGL) is a cross-platform library that commands the GPU. It provides a single low-level cross-platform interface on top of various graphics APIs (e.g. OpenGL, Metal and Vulkan).

DragGAN. Official Code for DragGAN (SIGGRAPH 2023)

awesome-vulkan. Awesome Vulkan ecosystem

vulkan_best_practice_for_mobile_developers. Vulkan best practice for mobile developers

Omni-SR. [CVPR2023] Implementation of ''Omni Aggregation Networks for Lightweight Image Super-Resolution".

Ranger21. Ranger deep learning optimizer rewrite to use newest components

Vulkan-Samples. One stop solution for all Vulkan samples

mobilenerf-viewer-webxr. Hacky project to render the MobileNeRF demo scenes using WebXR

ml_style_transfer_post_processing_on_mobile. Demo of using Vulkan and Arm Compute Library for real time ML-based graphics post processing

ComputeLibrary. The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies.

kompute. General purpose GPU compute framework built on Vulkan to support 1000s of cross vendor graphics cards (AMD, Qualcomm, NVIDIA & friends). Blazing fast, mobile-enabled, asynchronous and optimized for advanced GPU data processing usecases. Backed by the Linux Foundation.

darts-pt. [ICLR2021 Outstanding Paper] Rethinking Architecture Selection in Differentiable NAS

Apple-Inspired-Puller. Bottom sheet for iOS that I call puller. It has Apple's native API on iOS 11+, works like in Apple Music app and supports interactive pop gesture like in Telegram app. Supports SwiftUI.

permuto_sdf. Code for our CVPR'23 paper - "PermutoSDF: Fast Multi-View Reconstruction with Implicit Surfaces using Permutohedral Lattices"

nglod. Neural Geometric Level of Detail: Real-time Rendering with Implicit 3D Shapes (CVPR 2021 Oral)

mipnerf-pytorch. A re-implementation of mip-NeRF in PyTorch

StableViewSynthesis. Python

Rectangle. Move and resize windows on macOS with keyboard shortcuts and snap areas

ENeRF. SIGGRAPH Asia 2022: Code for "Efficient Neural Radiance Fields for Interactive Free-viewpoint Video"

nostr. a truly censorship-resistant alternative to Twitter that has a chance of working

ncnn. ncnn is a high-performance neural network inference framework optimized for the mobile platform

dpm-solver. Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

ConvNeXt. Code release for ConvNeXt model

AppFlowy. Bring projects, wikis, and teams together with AI. AppFlowy is the AI collaborative workspace where you achieve more without losing control of your data. The leading open source Notion alternative.

AFFiNE. There can be more than Notion and Miro. AFFiNE(pronounced [ə‘fain]) is a next-gen knowledge base that brings planning, sorting and creating all together. Privacy first, open-source, customizable and ready to use.

ml-stable-diffusion. Stable Diffusion with Core ML on Apple Silicon

maple-diffusion. Stable Diffusion inference on iOS / macOS using MPSGraph

sweetcorn. Node based CIKernel creation

maptrace. Produce watertight polygonal vector maps by tracing raster images

gpuweb. Where the GPU for the Web work happens!

Adan. Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models

stable-diffusion. A latent text-to-image diffusion model

jax3d. Python

ml-ane-transformers. Reference implementation of the Transformer architecture optimized for Apple Neural Engine (ANE)

hydra. Hydra is a framework for elegantly configuring complex applications

apple-knowledge. A collection of reverse engineered Apple things, as well as a machine-readable database of Apple hardware

TinkoffInvestSwiftSDK. Swift

invest-python. Tinkoff Invest Python gRPC client

ANETools. CLI Tools For ANE

annotated_research_papers. This repo contains annotated research papers that I found really good and useful

DONERF. Code for "DONeRF Towards Real-Time Rendering of Compact Neural Radiance Fields using Depth Oracle Networks"

awesome-production-machine-learning. A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

thirty-days-of-metal. The sample code accompanying the Thirty Days of Metal article series on Medium

PerspectiveTransform. Calculate CATransform3D between two Perspectives

SCGAN. The implementation of 'Image synthesis via semantic composition', ICCV2021.

INADE. Implementation of Diverse Semantic Image Synthesis via Probability Distribution Modeling (CVPR 2021)

RESAIL-For-SIS. Retrieval-based Spatially Adaptive Normalization for Semantic Image Synthesis(CVPR2022)

SAFM. [CVPR 2022] Semantic-shape Adaptive Feature Modulation for Semantic Image Synthesis

torch-mlir. The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.

SR_Mobile_Quantization. Winner solution of mobile AI (CVPRW 2021).

Simple-SR. Include MuCAN, LAPAR, etc.

mdf. Multi-scale discriminator feature-wise loss function

tez. Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.

simplifiedUnetSR. A modified Unet for single image super resolution

sesr. Super-Efficient Super Resolution

DLSR-PyTorch. This repository is an implementation of the paper "Lightweight Image Super-Resolution with Hierarchical and Differentiable Neural Search".

SimpleIR. A Simple framework for image restoration, it includes ECBSR, ELAN and other SOTAs.

PaddleSeg. Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

MetalLibraryArchive. Extract Metal functions from .metallib files.

Fast-SRGAN. A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

instant-ngp. Instant neural graphics primitives: lightning fast NeRF and more

composer. Supercharge Your Model Training

kilonerf. Code for KiloNeRF: Speeding up Neural Radiance Fields with Thousands of Tiny MLPs

pytorch_optimizer. optimizer & lr scheduler & loss function collections in PyTorch

sam. SAM: Sharpness-Aware Minimization (PyTorch)

imaginaire. NVIDIA's Deep Imagination Team's PyTorch Library

putting-nerf-on-a-diet. Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Implementation

NeuRay. [CVPR2022] Neural Rays for Occlusion-aware Image-based Rendering

tinygrad. You like pytorch? You like micrograd? You love tinygrad! ❤️

DSNeRF. Code release for DS-NeRF (Depth-supervised Neural Radiance Fields)

plenoctree. PlenOctrees: NeRF-SH Training & Conversion

darktable. darktable is an open source photography workflow application and raw developer

NeRF-Simple. Simple PyTorch implementation of NeRF (Neural Radiance Fields).

PlenOctrees_NeRF-SH. PlenOctree Extraction algorithm

nex-code. Code release for NeX: Real-time View Synthesis with Neural Basis Expansion

ContraD. Code for the paper "Training GANs with Stronger Augmentations via Contrastive Discriminator" (ICLR 2021)

PF-AFN. Official code for "Parser-Free Virtual Try-on via Distilling Appearance Flows", CVPR 2021.

UIWindowTransitions. 🏃‍♂️ Animated transitions for UIWindow's rootViewController property

stylegan2-ada-pytorch. StyleGAN2-ADA - Official PyTorch implementation

unrealcv. UnrealCV: Connecting Computer Vision to Unreal Engine

RepVGG. RepVGG: Making VGG-style ConvNets Great Again

ICCReader. Swift definitions for structures, enumerations and functions defined in the ICC Profile Format Specification

OverlayContainer. Non-intrusive iOS UI library to implement overlay based interfaces

Dataset_Synthesizer. NVIDIA Deep learning Dataset Synthesizer (NDDS)

ml-hypersim. Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding

focal-frequency-loss. [ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

Motion. Animation engine for gesturally-driven user interfaces, animations, and interactions on iOS, macOS, and tvOS.

CARN-pytorch. Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network (ECCV 2018)

EPCARN. Edge Prior CARN Super Resolution

stylegan2-ada. StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation

gan-compression. [CVPR 2020] GAN Compression: Efficient Architectures for Interactive Conditional GANs

swift-system. Low-level system calls and types for Swift

frankmocap. A Strong and Easy-to-use Single View 3D Hand+Body Pose Estimator

PISR. An official implementation of "Learning with Privileged Information for Efficient Image Super-Resolution" (ECCV2020) in PyTorch.

MEAL-V2. MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.

SReC. PyTorch Implementation of "Lossless Image Compression through Super-Resolution"

GPU-Efficient-Networks. Python

CocoaLUT. LUT (3D lookup tables) for Cocoa applications.

TSIT. [ECCV 2020 Spotlight] A Simple and Versatile Framework for Image-to-Image Translation

Arena. A command line tool to create Swift Playground projects with SPM package dependencies

CC-FPSE. Code for NeurIPS 2019 paper "Learning to Predict Layout-to-image Conditional Convolutions for Semantic Image Synthesis"

ECGAN. Edge Guided GANs with Semantic Preserving for Semantic Image Synthesis

DanbooRegion. DanbooRegion: An Illustration Region Dataset (ECCV 2020)

Collaborative-Distillation. [CVPR'20] Collaborative Distillation for Ultra-Resolution Universal Style Transfer (PyTorch)

EdgeGAN. Code for paper "SketchyCOCO: Image Generation from Freehand Scene Sketches" (CVPR 2020)

data-efficient-gans. [NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

White-box-Cartoonization. Official tensorflow implementation for CVPR2020 paper “Learning to Cartoonize Using White-box Cartoon Representations”

TResNet. Official Pytorch Implementation of "TResNet: High-Performance GPU-Dedicated Architecture" (WACV 2021)

Hands-On-Image-Processing-with-Python. Jupyter Notebook

stylegan2_pytorch. A Pytorch implementation of StyleGAN2

yolov5. Ultralytics YOLOv5 in PyTorch > ONNX > CoreML > TFLite

SwiftSPIRV-Cross. Elegant bindings to glslang and SPIRV-Cross

ECANet. Code for ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

resources-bridge. Swift

Super-BPD. Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation (CVPR 2020)

lag. Python

adeleine. Automatic line art colorization using various types of hint or without hint

once-for-all. [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

U-2-Net. The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."

SwiftData. Swift

stylegan-s4tf. Swift

NonEuclidean. A Non-Euclidean Rendering Engine for 3D scenes.

3D-MNIST-S4TF. 3D MNIST Point Cloud Classifier using 3D ConvNet with Swift for TensorFlow

vgan-s4tf. Swift

image-loader. C

SwiftSemantics. Uses SwiftSyntax to parse Swift code into its constituent declarations

Table. Swift library for beautifully formatted table output — supports Unicode, CJK, emoji, and os.Logger

tensorboardx-s4tf. tensorboardX wrapper for Swift for TensorFlow

datasets. Datasets ready to use with Swift for TensorFlow

SwiftCoreMLTools. A Swift library for creating and exporting CoreML Models in Swift

extension-cpp. C++ extensions in PyTorch

spot-sdk. Spot SDK repo

S4TF_CoreML_Test. Swift for TensorFlow / CoreML model generation and training test

cuda-swift. Parallel Computing Library for Linux and macOS & NVIDIA CUDA Wrapper

singapore. Things to know about Singapore for our overseas friends!

G2D. Collect video sequences with exact 6-DoF camera poses from Grand Theft Auto V

mtltexture-viewer. MTLTexture Viewer

JelloSwift. Swift soft body physics engine

SDGSwift. The Swift Compiler As a Package

swift-syntax. A set of Swift libraries for parsing, inspecting, generating, and transforming Swift source code.

cocoapods-generate. A CocoaPods plugin that allows you to easily generate a workspace from a podspec.

periphery. A tool to identify unused code in Swift projects.

Deferred. Work with values that haven't been determined yet.

Ink. A fast and flexible Markdown parser written in Swift.

Cuculus. A library for Swift Function Hooking.

mtlswift. Metal shader Swift encoding code generator

underblog. Extremely simple static blog generator

cariocamenu. The fastest zero-tap iOS menu.

MaLiang. iOS painting and drawing library based on Metal. 神笔马良有一支神笔（基于 Metal 的涂鸦绘图库）

SeetaFace2. SeetaFace 2: open source, full stack face recognization toolkit.

rules_swift. Bazel rules to build Swift on Apple and Linux platforms

AloeStackView. A simple class for laying out a collection of views with a convenient API, while leveraging the power of Auto Layout.

BBMetalImage. A high performance Swift library for GPU-accelerated image/video processing based on Metal.

DeviceKit. DeviceKit is a value-type replacement of UIDevice.

pixel-picker. A tiny menu bar application that helps you pick colours from your screen! 🔍✨

FUNIT. Translate images to unseen domains in the test time with few example images.

alerts-and-pickers. Advanced usage of UIAlertController and pickers based on it: Telegram, Contacts, Location, PhotoLibrary, Country, Phone Code, Currency, Date...

AppLocker. AppLocker - simple lock screen for iOS Application ( Swift 4+, iOS 9.0+) Touch ID / Face ID

Persei. Animated top menu for UITableView / UICollectionView / UIScrollView written in Swift

folding-cell. :octocat: 📃 FoldingCell is an expanding content cell with animation made by @Ramotion

ZLSwipeableViewSwift. A simple view for building card like interface inspired by Tinder and Potluck.

RKSwipeCards. The basics of a swipeable card interface inspired by Tinder

Swift-JWT. JSON Web Tokens in Swift

PyTorch_BlazeFace. Unofficial PyTorch implementation of BlazeFace

rgb2yuv-neon. transform from rgb to yuv using ARM NEON

Simd. C++ image processing and machine learning library with using of SIMD: SSE, AVX, AVX-512, AMX for x86/x64, NEON, SVE for ARM, HVX for Hexagon

PoseNet-CoreML. I checked the performance by running PoseNet on CoreML

swift-atomics. Atomic operations bridged from Clang to Swift

Alloy. Make usage of Metal API a pleasure

Smelter. Overhead-free ONNX graph inference engine with Metal under the hood

loose-leaf. Intuitive note taking app. Import and annotate PDFs, manipulate imported photos with intuitive gestures, and take notes with Apple Pencil.

swift-tensorflow. Dockerized Swift for TensorFlow and advanced usage examples.

metal-rs. Deprecated Rust bindings for Metal

SPADE. Semantic Image Synthesis with SPADE

AlexNet-Swift. An implementation of the standard AlexNet convolutional network in Swift for TensorFlow

KalmanFilter. Swift implementation of Kalman Filter algorithm

cocoapods-playgrounds. :black_joker: Generate Swift Playgrounds for any library.

Pose-REN. Code for "Pose Guided Structured Region Ensemble Network for Cascaded Hand Pose Estimation", Neurocomputing 2020

pyro. Deep universal probabilistic programming with Python and PyTorch

MetalScope. Metal-backed 360° panorama view for iOS

TrueTime.swift. NTP library for Swift and Objective-C. Get the true time impervious to device clock changes.

tinkoff-asdk-ios-old. Tinkoff Acquiring SDK for iOS

Substrate. A cross-platform render-graph based rendering system written in Swift

ARPowerPanels. Reimagining the power of Xcode's View Debugger for live debugging of AR or SceneKit apps. Playground book + iOS app.

TinyConstraints. Nothing but sugar.

gpu_computing_in_robotics. C++

machine-learning-for-software-engineers. A complete daily plan for studying to become a machine learning engineer.

HCKalmanFilter. HCKalmanFilter is Swift implementation of Kalman filter algorithm intended to solve problem with GPS tracking

SENet. Squeeze-and-Excitation Networks

Loki. A Random Number Generator for Metal