bnn | Topic | Ecosyste.ms: Repos

Topic: "bnn"

666DZY666/micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

Language: Python - Size: 6.68 MB - Last synced at: 14 days ago - Pushed at: 3 months ago - Stars: 2,254 - Forks: 477

caiyuanhao1998/MST

A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.

Language: Python - Size: 7.57 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 706 - Forks: 79

AdamCobb/hamiltorch

PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks

Language: Jupyter Notebook - Size: 3.22 MB - Last synced at: 4 months ago - Pushed at: 11 months ago - Stars: 437 - Forks: 64

larq/compute-engine

Highly optimized inference engine for Binarized Neural Networks

Language: C++ - Size: 4.96 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 250 - Forks: 36

anassinator/bnn

Bayesian Neural Network in PyTorch

Language: Python - Size: 415 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 76 - Forks: 25

CAS-CLab/Training-Tricks-for-Binarized-Neural-Networks

The collection of training tricks of binarized neural networks.

Size: 84 KB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 72 - Forks: 12

yikaiw/SNN

[ICCV 2021] Code release for "Sub-bit Neural Networks: Learning to Compress and Accelerate Binary Neural Networks"

Language: Python - Size: 354 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 27 - Forks: 6

Zj-BinXia/BBCU

This project is the official implementation of 'Basic Binary Convolution Unit for Binarized Image Restoration Network', ICLR2023

Language: Python - Size: 16.2 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 24 - Forks: 1

EEESlab/combinational-bnn

System Verilog code describing a fully combinational binarized neural network.

Language: SystemVerilog - Size: 116 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 23 - Forks: 15

caiyuanhao1998/BiSCI

A Toolbox for Binarized Spectral Compressive Imaging (NeurIPS 2023)

Language: Python - Size: 9.78 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 16 - Forks: 4

ilanaliouchouche/Bayesian-Active-Learning-Interface-for-Medical-Imaging

This project aims to integrate Domain Knowledge with Bayesian Deep Learning through an intuitive Active Learning interface

Language: JavaScript - Size: 96 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 11 - Forks: 0

Sense-GVT/BCDNet

Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies

Language: Python - Size: 2.86 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 11 - Forks: 0

khinthandarkyaw98/BF-RIS-Channel-Covariance-DeepLearning

Optimization of Transmit Beamforming based on Unsupervised Learning With Channel Covariances for MISO Downlink Assisted by Reconfigurable Intelligent Surfaces

Language: Python - Size: 3.24 MB - Last synced at: 3 months ago - Pushed at: 7 months ago - Stars: 10 - Forks: 2

Stuart0l/BNN

HLS code for a BNN accelerator

Language: C++ - Size: 2.31 MB - Last synced at: over 2 years ago - Pushed at: almost 7 years ago - Stars: 10 - Forks: 7

tairenpiao/XNOR-popcount-GEMM-PyTorch-CPU-CUDA

The PyTorch implemenation of real XNOR-popcount (1-bit op) GEMM Linear PyTorch extension support both CPU and CUDA

Language: Python - Size: 211 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 0

teobaluta/NPAQ

Neural Property Approximate Quantifier

Language: Python - Size: 2.04 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 8 - Forks: 0

mlpapers/neural-nets

Awesome papers on Neural Networks and Deep Learning

Size: 14.6 KB - Last synced at: 29 days ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 0

lucifer443/BinaryNeuralNetwork

This is a framework for binary neural network based mmclassification

Language: Python - Size: 23.8 MB - Last synced at: over 2 years ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 1

marph91/pocket-bnn

BNN-to-FPGA framework, written in VHDL and Python

Language: Python - Size: 154 KB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 7 - Forks: 0

ATISLabs/TinyML.jl

A set of ML algorithms focused on low-end hardware with bit neural networks.

Language: Julia - Size: 243 KB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 6 - Forks: 0

ludwigwinkler/pytorch_ProbabilisticLayers

Bayesian Neural Networks with Parallelized Sampling of LogLikelihood

Language: Python - Size: 11 MB - Last synced at: 7 days ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 1

grassking100/bnn

An implementation of the Binarized Neural Networks

Language: Python - Size: 637 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

marinadunn/thesis

Repo for my thesis research development at UC Riverside: "Classifying Galaxy Morphologies Using Bayesian Neural Networks for LSST"

Language: Jupyter Notebook - Size: 103 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

chrhenning/uncertainty_based_ood

Exploring the link between uncertainty estimates obtained via "exact" Bayesian inference and out-of-distribution (OOD) detection.

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 1

LeonardDavid/NetDrift Fork of myay/SPICE-Torch

NetDrift simulates and profiles BNNs on unreliable RTM

Language: Python - Size: 4.52 GB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 2 - Forks: 0

diliprk/MasterThesis-ML4ACADS

Collection of my R&D works and implementations in my Airbus Master Thesis

Language: HTML - Size: 10.5 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 0

sfalkena/LAB

The official repository for the paper LAB: Learnable Activation Binarizer for Binary Neural Networks.

Language: Python - Size: 1.79 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 1

bhargobdeka/Bayesian-Neural-Networks

This repository shows different Bayesian Neural Networks available for predictive uncertainty.

Language: Python - Size: 140 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 0

nickolasrm/BitsMNIST.jl

Handwritten numbers predicted by bit neural networks

Language: Julia - Size: 23.4 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 2 - Forks: 0

mszulc913/binnet-pytorch

Binarized Neural Networks in Pytorch with a custom CUDA XNOR kernel

Language: Python - Size: 31.3 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

WhoIsAbishag/AlienAPI

How Alien AI Runs A Human Host.

Language: Python - Size: 62.5 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Bontempogianpaolo1/Consunsus-on-multi-omics

Multi-omics classification on kidney samples exploiting uncertainty-aware models

Language: Jupyter Notebook - Size: 22.2 MB - Last synced at: 2 months ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

deepindeed2022/bit-rnn Fork of qinyao-he/bit-rnn

Quantize weights and activations in Recurrent Neural Networks.

Language: Python - Size: 14.6 KB - Last synced at: 10 months ago - Pushed at: over 8 years ago - Stars: 1 - Forks: 0