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pytorch / pytorch

Python library providing GPU-accelerated tensor computation like NumPy, plus a tape-based autograd system for building deep neural networks.

β–² ~119/7d β˜… 105k Python πŸ”₯ today
opencv / opencv

Open-source C++ library of computer vision and image processing algorithms, with bindings for Python, Java, and other languages.

β–² ~110/7d β˜… 91k C++ πŸ”₯ today
NVIDIA / Model-Optimizer

A library of model optimization techniques (quantization, pruning, distillation, NAS, speculative decoding, sparsity) that exports compressed checkpoints for inference frameworks.

β–² ~79/7d β˜… 5.4k Python πŸ”₯ today
openai / CLIP

A neural network from OpenAI that scores how well text snippets match images, trained on image-text pairs for zero-shot prediction.

β–² ~42/7d β˜… 35k Jupyter Notebook πŸ”₯ 7mo ago
NVIDIA / cutlass

CUDA C++ templates and Python DSLs for building high-performance GEMM and other linear algebra kernels on NVIDIA GPUs.

β–² ~33/7d β˜… 11k C++ πŸ”₯ 2d ago
NVIDIA / nccl

NVIDIA's C++/CUDA library of optimized collective communication primitives (all-reduce, all-gather, broadcast, etc.) for multi-GPU and multi-node systems.

β–² ~9/7d β˜… 5.2k C++ πŸ”₯ today