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69 search results found

Graph_transformer_networks ⭐ 694

Graph Transformer Networks (Authors' PyTorch implementation for the NeurIPS 19 paper)

Htmpapers ⭐ 261

Numenta published papers code and data

Semantic_visual_supported_odemetry ⭐ 180

semantic visual slam for monocular and stereo camera devices

A Python library for Secure and Explainable Machine Learning

Python Graphblas ⭐ 95

Python library for GraphBLAS: high-performance sparse linear algebra for scalable graph analytics

Neural Structural Optimization ⭐ 82

Neural reparameterization improves structural optimization

Vahadane ⭐ 68

Structure-Preserving Color Normalization and Sparse Stain Separation for Histological Images

Spm Image ⭐ 68

Sparse modeling and Compressive sensing in Python

Benchmark for measuring the performance of sparse and irregular memory access.

Fast sparse regressions with advanced formula syntax. OLS, GLM, Poisson, Maxlike, and more. High-dimensional fixed effects.

Synapses ⭐ 50

Variational Sparse Coding ⭐ 47

Reproducing the paper "Variational Sparse Coding" for the ICLR 2019 Reproducibility Challenge

Fastai_sparse ⭐ 42

3D augmentation and transforms of 2D/3D sparse data, such as 3D triangle meshes or point clouds in Euclidean space. Extension of the Fast.ai library to train Sub-manifold Sparse Convolution Networks

Slow_disentanglement ⭐ 42

Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding

Implementation of deep recurrent nonnegative matrix factorization (DR-NMF) for speech separation

L0.pytorch ⭐ 37

an implementation of L0 regularization with PyTorch

Sparsegrouplasso ⭐ 30

Denselidarnet ⭐ 29

Sparse Graphical Memory for Robust Planning

Zte_challenge2019_moa ⭐ 26

Some simple solutions for ZTE Challenge2019 (Model Optimization and Acceleration)

PRIISM: Python Module for Radio Interferometry Imaging with Sparse Modeling

Sparse Text Prototype ⭐ 17

PyTorch Implementation of NeurIPS 2020 paper "Learning Sparse Prototypes for Text Generation"

Sparse Orthogonal Variational Inference for Gaussian Processes (SOLVE-GP)

Source codes and datasets for EMNLP 2020 paper "Dynamic Anticipation and Completion for Multi-Hop Reasoning over Sparse Knowledge Graph"

Multi-fidelity classification with Gaussian process

Contrastive Learning for Time Series

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)

Cs_image_recovery_demo ⭐ 14

Recovery of images from few pixels

Tcamp Week2 ⭐ 14

好未来第二周-自动评分

An algorithm for classification from a graph-sparse support

Sparsespace ⭐ 13

sparseSpACE - the Sparse Grid Spatially Adaptive Combination Environment implements different variants of the spatially adaptive combination technique.

Nexos.jl ⭐ 13

Nonconvex Exterior Point Operator Splitting

Deepymod_torch ⭐ 13

Pytorch implementation of the DeepMoD algorithm: [arXiv:1904.09406]

Patch Seq Rrr ⭐ 12

Sparse reduced-rank regression

Scdv Python ⭐ 12

Sparse Composite Document Vectors using soft clustering over distributional representations

Sparse Coding For Face Image Retrieval ⭐ 11

work in Advanced Topics in Multimedia Analysis and Indexing

Coinblas ⭐ 11

Bitcoin blockchain graph analysis with the GraphBLAS.

Heterogp ⭐ 11

Provides a heteroscedastic noise latent for a sparse variational Gaussian process using GPflow

Code used in paper submitted to ICASSP 2019

Cosmictagger ⭐ 10

Cosmic Tagging Network for Neutrino Physics

Yelp Recommendation System ⭐ 10

Recommend Restaurants to User based on the ratings given by them to the restaurants

Implementation of Learning Fast Approximations of Sparse Coding

A simple Python module to obtain energy levels of superconducting qubits by sparse Hamiltonian diagonalization

Buildsys2019 Paper Notebooks ⭐ 9

Zero Inflated Gp ⭐ 8

Implementation of Variational Zero-Inflated Gaussian Process with Sparse Kernels

code snippets with hacks and reusable components

Deep model for accident risk prediction over sparse traffic data

Cdn Recsys ⭐ 8

A hybrid recommender system for suggesting CDN (content delivery network) providers to various websites

K Sparse Autoencoder ⭐ 8

Sparse Auto Encoder and regular MNIST classification with mini batch's

Subspacekmeans ⭐ 7

SubspaceKMeans: Subspace k-Means

Soundscapeecology ⭐ 7

Soundscape Ecology Toolkit

Room_transfer_function_toolkit ⭐ 7

This repository contains a library for sparse representation of the room transfer function and code for localization of sound sources in a room with one microphone. Author contact information: [email protected].

Ensemblepursuit ⭐ 7

Variational_sparse_coding ⭐ 6

This repository contains codes and examples implementing the variational sparse coding model

Hybrid Function Sparse Representation ⭐ 6

Hybrid function sparse representation (HFSR) for super resolution

Fast Multilevel Superpixel Segmentation ⭐ 6

Allows users to convert sparse point annotations into dense annotations both quickly and automatically.

Massively Parallel Histogram Sort

CRsAE (constrained recurrent sparse autoencoder)

Tuning-free sparse variable selection with the TREX

Fastsparse ⭐ 6

Fastai+PyTorch implementation of sparse model training methods (SET, SNFS, RigL) + customize-your-own.

Blackhearthospitalclassifier ⭐ 6

莆田系医院名称分类器

TSMC course materials for unsupervised learning

Repository to run the Fast Graph Learning for Smooth and Sparse Spectral Representation (FGL-3SR) algorithm.

Linear Algebra for Machine Learning Book Exercises

Thyfriendmyfriend ⭐ 5

Implementation of the NIPS'17 paper titled "Thy Friend is My Friend: Iterative Collaborative Filtering for Sparse Matrix Estimation"

Sparseportfolioselection.jl ⭐ 5

Julia implementation of the algorithm described in the paper "A scalable algorithm for sparse portfolio selection" by Bertsimas and Cory-Wright

Sdm Julia ⭐ 5

Julia implementation of Pentti Kanerva's sparse distributed memory.

Weakly Supervised Action Localization By Sparse Temporal Pooling Network ⭐ 5

Pyspiraltap ⭐ 5

Sparse Poisson Intensity Reconstruction ALgorithms

Implementation for Stovhastic Variational Inference for following models :Gaussian Process Regression Netwroks (Wilson, 2011) and Sparse GPRN

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