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Gpu Computing

93 projects

Showing 36 of 93 projects

jax
jaxPython

A Python library for accelerator-oriented array computation and program transformation, designed for high-performance numerical computing and machine learning.

#high-performance-computing#jax#array-computation
Stars35.8k
Forks3.6k
Last commit22 hours ago
JAX GitHub Discussions
JAX GitHub DiscussionsPython

A Python library for composable transformations of numerical programs: automatic differentiation, vectorization, and JIT compilation to GPU/TPU.

#high-performance-computing#jax#array-computation
Stars35.8k
Forks3.6k
Last commit22 hours ago
JAX
JAXPython

A Python library for composable transformations of numerical programs: automatic differentiation, vectorization, and JIT compilation to GPU/TPU.

#high-performance-computing#jax#array-computation
Stars35.8k
Forks3.6k
Last commit22 hours ago
MLX
MLXC++

An array framework for machine learning on Apple silicon with unified memory and dynamic graph construction.

#unified-memory#python-api#automatic-differentiation
Stars26.6k
Forks1.9k
Last commit17 hours ago
candle-wasm-examples
candle-wasm-examplesRust

A minimalist, high-performance machine learning framework for Rust with a focus on serverless inference and GPU support.

#quantization#neural-networks#model-serving
Stars20.4k
Forks1.6k
Last commit1 day ago
burn
burnRust

A Rust-based deep learning framework and tensor library optimized for flexibility, efficiency, and cross-platform portability.

#scientific-computing#tensor-library#webassembly
Stars15.4k
Forks933
Last commit17 hours ago
cupy
cupyPython

A NumPy/SciPy-compatible array library for GPU-accelerated computing with Python, supporting NVIDIA CUDA and AMD ROCm.

#cuda#scientific-computing#high-performance-computing
Stars11.0k
Forks1.0k
Last commit2 days ago
Gyroflow
GyroflowRust

An open-source application that stabilizes video using gyroscope and accelerometer data from cameras or external devices.

#post-production#rolling-shutter-undistortion#video-processing
Stars9.0k
Forks443
Last commit5 days ago
CatBoost
CatBoostC++

A high-performance gradient boosting library with best-in-class handling of categorical features and support for CPU/GPU training.

#apache-spark#gbdt#python-library
Stars9.0k
Forks1.3k
Last commit1 day ago
gorgonia
gorgoniaGo

A library for building and evaluating mathematical expressions and neural networks in Go, with automatic differentiation and GPU support.

#gradient-descent#neural-network#deep-learning
Stars5.9k
Forks450
Last commit1 year ago
leaf
leafRust

An open-source machine learning framework for building classical, deep, or hybrid ML applications with a focus on performance and portability.

#cuda#opencl#deep-learning
Stars5.5k
Forks269
Last commit2 years ago
rust
rustRust

Rust language bindings for TensorFlow, providing idiomatic access to machine learning capabilities.

#deep-learning#neural-networks#gpu-computing
Stars5.5k
Forks435
Last commit1 year ago
WebGPU
WebGPUBikeshed

Specification for the WebGPU API and WGSL shading language, enabling high-performance GPU access for web applications.

#w3c#gpgpu-computing#shading-language
Stars5.4k
Forks374
Last commit3 days ago
tf-quant-finance
tf-quant-financePython

A high-performance TensorFlow library for quantitative finance, providing mathematical methods, pricing models, and calibration tools.

#high-performance-computing#risk-analysis#high-performance
Stars5.4k
Forks687
Last commit
cuML
cuMLPython

A suite of GPU-accelerated machine learning algorithms with scikit-learn compatible APIs for 10-50x faster performance on large datasets.

#cuda#data-science#nvidia
Stars5.2k
Forks629
Last commit2 days ago
ArrayFire
ArrayFireC++

A general-purpose tensor library for parallel computing across CPUs, GPUs, and hardware accelerators.

#oneapi#cuda#scientific-computing
Stars4.9k
Forks552
Last commit3 months ago
TensorFlowOnSpark
TensorFlowOnSparkPython

Enables distributed TensorFlow training and inferencing on Apache Spark and Hadoop clusters with minimal code changes.

#apache-spark#yahoo#model-training
Stars3.9k
Forks939
Last commit2 years ago
pomegranate
pomegranatePython

A Python library for probabilistic modeling built on PyTorch, offering modular distributions, GPU support, and flexible model composition.

#probabilistic-modeling#mixture-models#bayesian-networks
Stars3.5k
Forks598
Last commit1 year ago
DyNet
DyNetC++

A neural network library optimized for dynamic structures that change per training instance, with C++ and Python bindings.

#cpp-library#auto-batching#research-toolkit
Stars3.4k
Forks701
Last commit2 years ago
Haiku
HaikuPython

A JAX-based neural network library that provides a simple, object-oriented programming model for building and training models.

#jax#python-library#deep-learning
Stars3.2k
Forks289
Last commit6 days ago
ComputeSharp
ComputeSharpC#

A .NET library to run C# code in parallel on the GPU through DX12 and D2D1, generating HLSL shaders dynamically.

#graphics#library#shaders
Stars3.1k
Forks147
Last commit9 months ago
OpenSubdiv
OpenSubdivC++

An open-source library for high-performance subdivision surface evaluation on CPU and GPU, matching Pixar's Renderman precision.

#subdivision-surfaces#parallel-computing#animation
Stars3.1k
Forks580
Last commit3 months ago
Nx
NxElixir

Multi-dimensional arrays (tensors) and numerical definitions for Elixir, enabling machine learning and scientific computing.

#multi-dimensional-arrays#scientific-computing#elixir
Stars2.9k
Forks219
Last commit7 days ago
docker-python
docker-pythonPython

Docker image providing the Python environment used by Kaggle Notebooks for data science competitions.

#data-science#kaggle#reproducible-research
Stars2.7k
Forks1.0k
Last commit14 days ago
Benchmark TensorFlow GitHub
Benchmark TensorFlow GitHubPython

A benchmarking suite comparing the performance of public convolutional neural network implementations across multiple deep learning frameworks.

#framework-comparison#model-evaluation#deep-learning
Stars2.7k
Forks572
Last commit
singularity
singularityGo

An open source container platform designed for simplicity, speed, and security in HPC and shared computing environments.

#scientific-computing#high-performance-computing#science
Stars2.6k
Forks424
Last commit3 years ago
OpenGL Examples
OpenGL ExamplesC

A collection of 45 OpenGL 3.x and 4.x examples with GLSL shaders demonstrating modern graphics programming techniques.

#shaders#opengl#cmake
Stars2.6k
Forks691
Last commit2 days ago
Kokkos
KokkosC++

A C++ programming model for writing performance-portable applications targeting all major HPC platforms.

#cuda#sycl#parallel-computing
Stars2.6k
Forks503
Last commit2 days ago
tfgo
tfgoGo

A Go library that simplifies TensorFlow's Go bindings with method chaining, automatic scoping, and type conversion.

#deep-learning#graph-computation#model-serving
Stars2.5k
Forks157
Last commit2 years ago
Diffrax
DiffraxPython

A JAX-based library providing numerical differential equation solvers for ODEs, SDEs, and CDEs with autodifferentiation and GPU support.

#scientific-computing#differential-equations#jax
Stars2.0k
Forks183
Last commit6 days ago
WebGPU
WebGPU

A curated list of resources, libraries, tools, and demos for the WebGPU ecosystem.

#w3c#webgpu#wgsl
Stars1.9k
Forks102
Last commit4 months ago
moderngpu
moderngpuC++

A header-only C++ library for CUDA providing accelerated primitives for solving irregularly parallel problems on GPUs.

#cuda#parallel-computing#high-performance-computing
Stars1.8k
Forks283
Last commit4 months ago
VkFFT
VkFFTC++

A high-performance GPU-accelerated Fast Fourier Transform library supporting Vulkan, CUDA, HIP, OpenCL, Level Zero, and Metal backends.

#vulkan#r2r#cuda
Stars1.7k
Forks134
Last commit2 months ago
ILGPU
ILGPUC#

A JIT compiler for writing high-performance GPU programs in .NET languages like C#, offering CUDA-level performance with C# convenience.

#cuda#parallel-computing#intel
Stars1.7k
Forks140
Last commit10 days ago
BindsNET
BindsNETPython

A Python library for simulating spiking neural networks (SNNs) using PyTorch, geared towards biologically inspired machine learning.

#neurons#simulation#python-library
Stars1.7k
Forks348
Last commit5 days ago
Boost.Compute
Boost.ComputeC++

A C++ GPU computing library providing an STL-like interface for OpenCL-based parallel programming.

#parallel-computing#opencl#c-plus-plus
Stars1.7k
Forks338
Last commit1 month ago
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