Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: bnn

cortl0/device_3d

Repository for testing Binary Neurons Network in the 3d world

Language: C++ - Size: 574 KB - Last synced: about 9 hours ago - Pushed: about 12 hours ago - Stars: 0 - Forks: 0

nickolasrm/BitsMNIST.jl

Handwritten numbers predicted by bit neural networks

Language: Julia - Size: 23.4 KB - Last synced: 5 days ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 0

AdamCobb/hamiltorch

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

Language: Jupyter Notebook - Size: 3.26 MB - Last synced: 11 days ago - Pushed: 3 months ago - Stars: 392 - Forks: 60

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: 3.21 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 5 - Forks: 1

anassinator/bnn

Bayesian Neural Network in PyTorch

Language: Python - Size: 415 KB - Last synced: 29 days ago - Pushed: 29 days ago - Stars: 76 - Forks: 25

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: 6.84 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 2,178 - Forks: 477

larq/compute-engine

Highly optimized inference engine for Binarized Neural Networks

Language: C++ - Size: 4.92 MB - Last synced: 16 days ago - Pushed: 2 months ago - Stars: 239 - Forks: 33

diliprk/MasterThesis-ML4ACADS

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

Language: HTML - Size: 10.5 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1 - Forks: 0

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: 5.71 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 485 - Forks: 68

caiyuanhao1998/BiSCI

A Toolbox for Binarized Spectral Compressive Imaging (NeurIPS 2023)

Language: Python - Size: 9.78 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 16 - Forks: 4

dattv/BNN

Bayesian Neural Network

Language: Python - Size: 1.08 GB - Last synced: 7 months ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

ddgetget/Bible

Here are some notes of learning and common codes

Language: Jupyter Notebook - Size: 4.13 MB - Last synced: 8 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 1

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: 8 months ago - Pushed: 12 months ago - Stars: 8 - 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: 4 months ago - Pushed: 4 months ago - Stars: 4 - Forks: 0

mszulc913/binnet-pytorch

Binarized Neural Networks in Pytorch with a custom CUDA XNOR kernel

Language: Python - Size: 31.3 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

Sense-GVT/BCDNet

Towards Accurate Binary Neural Networks via Modeling Contextual Dependencies

Language: Python - Size: 2.86 MB - Last synced: 6 months ago - Pushed: over 1 year ago - Stars: 11 - Forks: 0

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: 9 months ago - Pushed: 9 months ago - Stars: 24 - Forks: 1

teobaluta/NPAQ

Neural Property Approximate Quantifier

Language: Python - Size: 2.04 MB - Last synced: 8 months ago - Pushed: over 1 year ago - Stars: 8 - Forks: 0

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

Quantize weights and activations in Recurrent Neural Networks.

Language: Python - Size: 14.6 KB - Last synced: 10 months ago - Pushed: over 7 years ago - Stars: 1 - 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: 10 months ago - Pushed: over 2 years ago - Stars: 3 - Forks: 1

EEESlab/combinational-bnn

System Verilog code describing a fully combinational binarized neural network.

Language: SystemVerilog - Size: 116 KB - Last synced: 10 months ago - Pushed: almost 6 years ago - Stars: 23 - Forks: 15

ATISLabs/TinyML.jl

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

Language: Julia - Size: 243 KB - Last synced: 5 days ago - Pushed: almost 3 years ago - Stars: 5 - Forks: 0

volf52/deep-neural-net

A simple deep neural net class written to work with Numpy and Cupy

Language: Python - Size: 258 KB - Last synced: 5 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

lucifer443/BinaryNeuralNetwork

This is a framework for binary neural network based mmclassification

Language: Python - Size: 23.8 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 7 - Forks: 1

HolmesShuan/Training-Tricks-for-Binarized-Neural-Networks

The collection of training tricks of binarized neural networks.

Size: 84 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 65 - Forks: 9

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: about 1 year ago - Pushed: almost 2 years ago - Stars: 27 - Forks: 6

sfalkena/LAB

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

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

grassking100/bnn

An implementation of the Binarized Neural Networks

Language: Python - Size: 637 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 5 - Forks: 0

pminhtam/ssd_bnn

BiDet implement

Language: Python - Size: 74.2 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

marph91/pocket-bnn

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

Language: Python - Size: 154 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 7 - Forks: 0

Stuart0l/BNN

HLS code for a BNN accelerator

Language: C++ - Size: 2.31 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 10 - Forks: 7

bhargobdeka/Bayesian-Neural-Networks

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

Language: Python - Size: 140 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

WhoIsAbishag/AlienAPI

How Alien AI Runs A Human Host.

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

THUXCerf/ECO6126Project

Pred on Stock Index

Size: 10.7 KB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

ludwigwinkler/pytorch_ProbabilisticLayers

Bayesian Neural Networks with Parallelized Sampling of LogLikelihood

Language: Python - Size: 11 MB - Last synced: 3 months ago - Pushed: about 3 years ago - Stars: 4 - Forks: 1

teambrawley/news

(BNN) Brawley News Network

Size: 24.4 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - 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: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 0