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