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JunweiLiang/awesome_lists

Curated list of resources for tenure-track assistant professors and PhD students, including AI and grants information.

1.6K
Archived
Python
Cheatsheets
Books & Guides
#advice#assistant-professor#phd

Xtra-Computing/thundersvm

A fast and scalable SVM library for classification and regression tasks on GPUs and CPUs.

1.6K
Archived
C++
ML Ops
API Frameworks
#classification#regression#gpu

calebwin/emu

A GPGPU library for Rust that enables write-once-run-anywhere GPU acceleration.

1.6K
Archived
Rust
API Frameworks
CLI Tools
#gpu#gpu-acceleration#gpu-programming

koide3/fast_gicp

A fast, efficient open-source C++ library for point cloud registration using GICP algorithms.

1.6K
Experimental
C++
Computer Vision
CLI Tools
C++
#point-cloud#registration#scan-matching

beam-cloud/beta9

Ultrafast serverless GPU inference, sandboxes, and background jobs for AI-focused developers.

1.6K
Active
Go
LLM Frameworks
Serverless
Go
#serverless#gpu#inference

ELS-RD/kernl

Kernl is a library that lets you run PyTorch transformer models several times faster on GPU with a single line of code.

1.6K
Active
Jupyter Notebook
LLM Frameworks
API Frameworks
PyTorch
#cuda#transformer#triton

raphamorim/react-ape

A React renderer to build GPU-accelerated UI interfaces using canvas/WebGL for TV and hardware development.

1.6K
Archived
JavaScript
Component Libraries (React)
Frontend Frameworks
React
#canvas#webgl#gpu

Kotlin/kotlindl

A high-level deep learning framework written in Kotlin and inspired by Keras.

1.6K
Archived
Kotlin
ML Ops
API Frameworks
Kotlin
#deeplearning#gpu#tensorflow

Tencent/TurboTransformers

A fast and user-friendly runtime for running transformer models like BERT, GPT-2, and others on CPU and GPU.

1.5K
Experimental
C++
LLM Frameworks
Inference
PyTorch
#bert#gpt2#transformer

AliyunContainerService/gpushare-scheduler-extender

A Kubernetes scheduler extender that enables GPU sharing among pods in a cluster.

1.5K
Archived
Go
Containerization
API Frameworks
#kubernetes#gpu-sharing#scheduler

selkies-project/selkies

Open-source, low-latency, accelerated Linux WebRTC HTML5 remote desktop streaming platform for self-hosting, containers, Kubernetes, or cloud/HPC.

1.5K
Active
Python
Backend Frameworks
API Frameworks
Docker
#cloud-gaming#remote-desktop#streaming

Tencent/tgfx

A high-performance 2D graphics library for modern GPUs, supporting text, image, and vector rendering across platforms.

1.5K
Active
C++
Component Libraries (React)
2D Graphics
React
#2d#graphics#rendering

hyprwm/hyprlock

A GPU-accelerated screen locking utility for the Hyprland window manager.

1.5K
Stable
C++
CLI Tools
Window Managers
#hyprland#screen-lock#gpu-acceleration

lume/lume

Lume is a GPU-powered 3D HTML library that allows developers to create immersive web experiences.

1.5K
Active
TypeScript
Animation & Motion
Frontend Frameworks
Three.js
#3d#webgl#graphics-programming

Zaneham/BarraCUDA

Open-source CUDA compiler that targets AMD GPUs, compiling CUDA code to GFX11/12 machine code.

1.5K
Active
C
Build Tools
Inference
CUDA
#cuda-compiler#amd-gpu#gfx11-gfx12

fastplotlib/fastplotlib

A next-gen fast plotting library for scientific visualization running on WGPU and the pygfx rendering engine.

1.5K
Active
Python
Charts & Visualization
CLI Tools
Python
#fast-visualization#gpu#interactive-visualizations

koide3/glim

A versatile and extensible 3D localization and mapping framework for point cloud-based applications.

1.5K
Active
C++
API Frameworks
Databases
ROS
#3d#lidar#localization

psalias2006/gpu-hot

A real-time dashboard for monitoring NVIDIA GPU usage and performance metrics.

1.5K
Active
JavaScript
MLOps
CLI Tools
Flask
#gpu-monitoring#nvidia#cuda

geomstats/geomstats

A Python library for computations and statistics on manifolds with geometric structures, useful for AI/ML developers.

1.5K
Active
Python
ML Ops
Databases
Python
#geometry#manifold#riemannian-geometry

amandaghassaei/gpu-io

A GPU-accelerated computing library for running physics simulations and other GPGPU computations in a web browser.

1.5K
Archived
TypeScript
Frontend Frameworks
API Frameworks
React
#canvas#glsl#gpgpu
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