Awesome Open Source

Programming Languages

Search results for python sparse

317 search results found

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

Pygat ⭐ 1,684

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

Spconv ⭐ 1,504

Spatial Sparse Convolution Library

Sparser Cnn ⭐ 1,242

[CVPR2021] End-to-End Object Detection with Learnable Proposal

Sparkit Learn ⭐ 1,054

PySpark + Scikit-learn = Sparkit-learn

Spark Sklearn ⭐ 1,039

(Deprecated) Scikit-learn integration package for Apache Spark

Pytorch_sparse ⭐ 919

PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

Slam Book ⭐ 816

这是一本关于SLAM的书稿，希望能清楚的介绍SLAM系统中的使用的几何方法和深度学习方法。书稿最后应

한국어 자연어처리를 위한 파이썬 라이브러리입니다. 단어 추출/ 토크나이저 / 품사판별/ 전처리의 기능을 제공합니다.

Kaggler ⭐ 723

Code for Kaggle Data Science Competitions

Machine Learning Problem Bible | Problem Set Here >>

Ufldl_tutorial ⭐ 680

Stanford Unsupervised Feature Learning and Deep Learning Tutorial

Speedtorch ⭐ 559

Library for faster pinned CPU <-> GPU transfer in Pytorch

Graphwaveletneuralnetwork ⭐ 501

A PyTorch implementation of "Graph Wavelet Neural Network" (ICLR 2019)

Relational Gcn ⭐ 484

Keras-based implementation of Relational Graph Convolutional Networks

SPLADE: sparse neural search (SIGIR21, SIGIR22)

The entmax mapping and its loss, a family of sparse softmax alternatives.

Sparse Depth Completion ⭐ 372

Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI)

Sparse_dot_topn ⭐ 358

Python package to accelerate the sparse matrix multiplication and top-n similarity selection

Sparse_learning ⭐ 334

Sparse learning library and sparse momentum resources.

A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks

Deepmvs ⭐ 293

DeepMVS: Learning Multi-View Stereopsis

Sparsebit ⭐ 291

A model compression and acceleration toolbox based on pytorch.

End-to-end training of sparse deep neural networks with little-to-no performance loss.

Sparse To Dense.pytorch ⭐ 283

ICRA 2018 "Sparse-to-Dense: Depth Prediction from Sparse Depth Samples and a Single Image" (PyTorch Implementation)

Pygraphblas ⭐ 269

GraphBLAS for Python

Pytorch Dnc ⭐ 258

Differentiable Neural Computers, Sparse Access Memory and Sparse Differentiable Neural Computers, for Pytorch

Splatnet ⭐ 254

SPLATNet: Sparse Lattice Networks for Point Cloud Processing (CVPR2018)

Sorting_visualization ⭐ 239

The Sound of Sorting: Visualize and Audibilize 12 classic sorting algorithms in real time

Sparse Optimisation Research Code

[NeurIPS 2022] Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models

Bmap Tools ⭐ 216

Lottery Ticket Hypothesis In Pytorch ⭐ 209

This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.

A cool place to store your Hi-C

Sparse Structured Attention ⭐ 190

Sparse and structured neural attention mechanisms

Fenchel Young Losses ⭐ 182

Probabilistic classification in PyTorch/TensorFlow/scikit-learn with Fenchel-Young losses

Sinkhorn Transformer ⭐ 178

Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention

Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.

Unsupervised Depth Completion Visual Inertial Odometry ⭐ 168

Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

Keyvi - a key value index that powers Cliqz search engine. It is an in-memory FST-based data structure highly optimized for size and lookup performance.

Cca_zoo ⭐ 157

Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework

Codeslam ⭐ 146

Implementation of CodeSLAM — Learning a Compact, Optimisable Representation for Dense Visual SLAM paper (https://arxiv.org/pdf/1804.00874.pdf)

Icml2015_papers ⭐ 143

Links to ICML 2015 papers available on arxiv

Torchkbnufft ⭐ 133

A high-level, easy-to-deploy non-uniform Fast Fourier Transform in PyTorch.

Img2sdat ⭐ 130

Convert sparse EXT4 image to sparse Android data image

Binvox Rw Py ⭐ 125

Python module to read and write .binvox files.

Tensorflow_stacked_denoising_autoencoder ⭐ 123

Implementation of the stacked denoising autoencoder in Tensorflow

A collection of tools for cleaning up book scans.

Implements the Tsetlin Machine, Coalesced Tsetlin Machine, Convolutional Tsetlin Machine, Regression Tsetlin Machine, and Weighted Tsetlin Machine, with support for continuous features, drop clause, Type III Feedback, focused negative sampling, multi-task classifier, autoencoder, literal budget, and one-vs-one multi-class classifier. TMU is written in Python with wrappers for C and CUDA-based clause evaluation and updating.

Deep Inertial Poser: Learning to Reconstruct Human Pose from Sparse Inertial Measurements in Real Time

Array_storage_benchmark ⭐ 101

Compare some methods of array storage in Python (numpy)

A Python library for Secure and Explainable Machine Learning

Attention-guided CNN for image denoising(Neural Networks,2020)

Bayesian Coresets ⭐ 96

Automated Scalable Bayesian Inference

Knn Matting ⭐ 95

Python implementation of KNN Matting, CVPR 2012 / TPAMI 2013 http://dingzeyu.li/projects/knn/

Efficient matrix representations for working with tabular data

Qbox Blog Code ⭐ 88

Code reference from my Qbox blog posts.

Optimal Sparse Decision Trees

Torch Blocksparse ⭐ 83

Block-sparse primitives for PyTorch

Guided Stereo ⭐ 80

CVPR 2019 - Guided Stereo Matching

Tiledb Vcf ⭐ 79

Efficient variant-call data storage and retrieval library using the TileDB storage library.

Group Lasso ⭐ 79

Group Lasso implementation following the scikit-learn API

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

A Python library for learning from dimensionality reduction, supporting sparse and dense matrices.

Deep Mil For Whole Mammogram Classification ⭐ 75

Zhu, Wentao, Qi Lou, Yeeleng Scott Vang, and Xiaohui Xie. "Deep Multi-instance Networks with Sparse Label Assignment for Whole Mammogram Classification." MICCAI 2017.

Rescal.py ⭐ 74

Python module to compute the RESCAL tensor factorization

Sparse Structure Selection ⭐ 74

Pruning_with_tensorflow ⭐ 73

I demonstrate how to compress a neural network using pruning in tensorflow.

Sparsemax Pytorch ⭐ 69

Implementation of Sparsemax activation in Pytorch

Spm Image ⭐ 68

Sparse modeling and Compressive sensing in Python

Implementation of our CVPR2020 paper, Graph Structured Network for Image-Text Matching

This is project page for the paper "RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior". Paper link: https://arxiv.org/abs/2010.00029

STPN - Weakly Supervised Action Localization by Sparse Temporal Pooling Network

Meshroom2blender ⭐ 63

Blender importer of meshroom datafiles: cameras, images, sparse pointcloud and obj's.

Iss Rnns ⭐ 62

Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)

Sparse_dot ⭐ 62

Python wrapper for Intel Math Kernel Library (MKL) matrix multiplication

SG⁺⁺ – the numerical library for Sparse Grids in all their variants.

Pykrylov ⭐ 55

A library of Krylov methods in pure Python

Genieclust ⭐ 53

Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R

Sparse_switchnorm ⭐ 53

Sparse Switchable Normalization with sparse activation function SparestMax

Sparse_pooling ⭐ 53

SHPL: Fusing Bird's Eye View LIDAR Point Cloud and Front View Camera Image for Deep Object Detection

Ext Rescal ⭐ 51

Scalable tensor factorization

Streaming_sparse_gp ⭐ 50

Streaming sparse Gaussian process approximations

Text classification with Sparse Composite Document Vectors.

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

Explicit Sparse Transformer ⭐ 48

code for Explicit Sparse Transformer

SMILI: Sparse Modeling Imaging Library for Interferometry

Sparsenilm ⭐ 48

The super-state hidden Markov model disaggregator that uses a sparse Viterbi algorithm for decoding. This project contains the source code that was use for my IEEE Transactions on Smart Grid journal paper.

Custom Optimizer In Tensorflow ⭐ 47

Custom Optimizer in TensorFlow(定义你自己的Tensorflow Optimizer)

Circle Loss ⭐ 47

Tensorflow2 implementation of CircleLoss. Support class-level, sparse class-level, pair-wise labels

Sparse Hyper ⭐ 44

Code for the paper "Learning sparse transformations through backpropagation"

Fastmvsnet ⭐ 44

[CVPR'20] Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement

A PyTorch implementation for our work "Confidence Propagation through CNNs for Guided Sparse Depth Regression"

Sparse Localized Deformation Components

Sparse Beta-Divergence Tensor Factorization Library

Depthcomplete ⭐ 41

Pytorch implementation of depth completion architectures (eg. SparseConv, Sparse-to-Dense)

Deepneuralnet Qsar ⭐ 39

Pysap Mri ⭐ 39

MRI external plugin for Python Sparse data Analysis Package

Deepcompression ⭐ 39

implementation of Iterative Pruning for Deep neural network [Han2015].

Related Searches

Python Django (28,897)

Python Machine Learning (20,195)

Python Flask (17,643)

Python Dataset (14,792)

Python Pytorch (14,668)

Python Docker (14,113)

Python Tensorflow (13,737)

Python Command Line (13,351)

Python Deep Learning (13,092)

Python Jupyter Notebook (12,976)

1-100 of 317 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.