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Search results for pytorch matrix

46 search results found

Hyperlearn ⭐ 1,387

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Pytorch_sparse ⭐ 919

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

Tensor Sensor ⭐ 634

The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

Linformer Pytorch ⭐ 323

My take on a practical implementation of Linformer for Pytorch.

PyTorch (and PyTorch Lightning) implementation of Neural Style Transfer, Pix2Pix, CycleGAN, and Deep Dream!

An intelligent block matrix library for numpy, PyTorch, and beyond.

Pytorch Nmf ⭐ 187

A pytorch package for non-negative matrix factorization.

Liegroups ⭐ 143

Python implementation of SO2, SE2, SO3, and SE3 matrix Lie groups using numpy or pytorch

Simple_mf ⭐ 123

Simple but Flexible Recommendation Engine in PyTorch

Recsys Nlp Graph ⭐ 115

🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.

Re-Implement "Graph Convolutional Matrix Completion" (PyTorch and PyTorch Geometric)

Butterfly ⭐ 76

Butterfly matrix multiplication in PyTorch

X Transformer ⭐ 75

X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification

Pytorch Softdtw ⭐ 72

An implementation of SoftDTW for PyTorch.

A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).

Pytorch Mutual Information ⭐ 70

Mutual Information in Pytorch

Hamburger Pytorch ⭐ 70

Pytorch implementation of the hamburger module from the ICLR 2021 paper "Is Attention Better Than Matrix Decomposition"

Matrix Capsules Em Pytorch ⭐ 64

A PyTorch Implementation of Matrix Capsules with EM Routing

PyTorch bindings for R

Lorentz Embeddings ⭐ 62

Embed arbitrary graphs in Hyperbolic space

Pytorch Sqrtm ⭐ 49

Matrix square root with gradient support for PyTorch

CUDA kernels for generalized matrix-multiplication in PyTorch

Torch_cg ⭐ 48

Preconditioned Conjugate Gradient in Pytorch

Midinet By Pytorch ⭐ 42

Implement MidiNet by pytorch 0.4.1

Harmony Pytorch ⭐ 37

Torch_sparse_solve ⭐ 34

A sparse KLU solver for PyTorch.

Em_capsules ⭐ 25

Pytorch Implementation of EM capsules in the paper "Matrix capsules with EM routing"

Auction Lap ⭐ 24

Auction algorithm for solving linear assignment problem (LAP)

continuous-time matrix product operator for finite temperature quantum states

Painless optimisation of constrained variables in AutoGrad, TensorFlow, PyTorch, and JAX

Fastai Pytorch Course Vienna V2 ⭐ 18

fastai v3 part 2, fastai v2, and PyTorch v1 Course in Vienna v2

Pytorch extension for Singular Value Decompostion (SVD) with LAPACK gesvd backend

Hicplus_pytorch ⭐ 15

Torch_eunn ⭐ 15

A Pytorch implementation of an efficient unitary neural network (https://arxiv.org/abs/1612.05231)

This is an unofficial PyTorch implementation for paper "A Riemannian Network for SPD Matrix Learning", AAAI 2017

Pmf Pytorch ⭐ 9

This the implementation of PMF using Pytorch

Pytorch Rec ⭐ 9

Mf Pytorch ⭐ 8

Matrix Factorization reimplementation with pytorch

Embedding graphs in symmetric spaces

DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration

Linear Algebra For Deeplearning ⭐ 7

Linear Algebra for Deep Learning

Nlp Semantic Role Labeling ⭐ 7

NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch

Torch_linops ⭐ 5

A library to define abstract linear operators, and associated algebra and matrix-free algorithms, that works with pyTorch Tensors.

Code accompanying the paper "Discriminative Clustering with Representation Learning for any Ratio of Labeled to Unlabeled Data"

Hessian backpropagation (HBP): PyTorch extension of backpropagation for block-diagonal curvature matrix approximations

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