MinkowskiEngine
Tensor processing library
An auto-differentiation library for sparse tensors used in computer vision and deep learning applications.
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
2k stars
46 watching
368 forks
Language: Python
last commit: 9 months ago 3d-convolutional-network3d-vision4d-convolutional-neural-networkauto-differentiationcomputer-visionconvolutional-neural-networkscudadeep-learninghigh-dimensional-datahigh-dimensional-inferenceminkowski-engineneural-networkpytorchsemantic-segmentationspace-timesparse-convolutionsparse-tensor-networksparse-tensorsspatio-temporal-analysistrilateral-filter
Related projects:
Repository | Description | Stars |
---|---|---|
pytorch/pytorch | A Python library providing tensors and dynamic neural networks with strong GPU acceleration | 83,959 |
pkmital/tensorflow_tutorials | A collection of examples and tutorials illustrating various applications and use cases of TensorFlow in Python | 5,642 |
nvidia/flownet2-pytorch | A deep learning framework implementing an optical flow estimation model using PyTorch. | 3,147 |
nvidia/tensorrt | A high-performance deep learning inference platform on NVIDIA GPUs | 10,807 |
tensorpack/tensorpack | A high-performance neural network training interface for TensorFlow that focuses on speed and flexibility. | 6,303 |
sjchoi86/tensorflow-101 | A comprehensive tutorial project on building and training neural networks with TensorFlow | 2,606 |
nvidia/fastertransformer | A high-performance transformer-based NLP component optimized for GPU acceleration and integration into various frameworks. | 5,886 |
leriomaggio/deep-learning-keras-tensorflow | A comprehensive tutorial on building and training deep neural networks using Keras and TensorFlow | 2,948 |
lanpa/tensorboardx | A tool for visualizing and logging the progress of machine learning models during training | 7,870 |
tensorflow/lingvo | A software framework for building sequence models using neural networks in TensorFlow | 2,816 |
binroot/tensorflow-book | A comprehensive resource for learning machine learning using TensorFlow. | 4,453 |
sony/nnabla | A deep learning framework that provides a flexible and expressive Python API for building and training neural networks on various platforms. | 2,728 |
facebookresearch/pytorch3d | A deep learning library for 3D data processing and computer vision research using PyTorch | 8,806 |
arogozhnikov/einops | A flexible and powerful library for performing tensor operations in various deep learning frameworks. | 8,518 |
pyg-team/pytorch_geometric | A PyTorch-based library for training and applying Graph Neural Networks to structured data | 21,382 |