Projects in Awesome Lists tagged with bnn
A curated list of projects in awesome lists tagged with bnn .
https://github.com/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
batch-normalization-fuse bnn convolutional-networks dorefa group-convolution integer-arithmetic-only model-compression network-in-network network-slimming neuromorphic-computing onnx post-training-quantization pruning pytorch quantization quantization-aware-training tensorrt tensorrt-int8-python twn xnor-net
Last synced: 20 Mar 2025
https://github.com/AdamCobb/hamiltorch
PyTorch-based library for Riemannian Manifold Hamiltonian Monte Carlo (RMHMC) and inference in Bayesian neural networks
Last synced: 27 Mar 2025
https://github.com/larq/compute-engine
Highly optimized inference engine for Binarized Neural Networks
aarch32 aarch64 android armv7 armv8 binarized-neural-networks bnn inference keras larq mlir raspberry-pi simd tensorflow tflite
Last synced: 15 May 2025
https://github.com/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
beamforming bnn deeplearning downlink keras miso numpy optimization python3 reconfigurable-intelligent-surfaces tensorflow transmit unsupervised-learning waterfilling zeroforcing
Last synced: 14 Apr 2025
https://github.com/marph91/pocket-bnn
BNN-to-FPGA framework, written in VHDL and Python
bnn cnn cnn-architecture deep-learning fpga hardware image-processing larq python ulx3s vhdl
Last synced: 16 Apr 2025
https://github.com/atislabs/tinyml.jl
A set of ML algorithms focused on low-end hardware with bit neural networks.
binary-neural-networks bit-neural-networks bnn deep-learning flux machine-learning reinforcement-learning
Last synced: 16 Mar 2025
https://github.com/ludwigwinkler/pytorch_ProbabilisticLayers
Bayesian Neural Networks with Parallelized Sampling of LogLikelihood
bayesianneuralnetwork bnn pytorch
Last synced: 23 Nov 2024
https://github.com/nickolasrm/bitsmnist.jl
Handwritten numbers predicted by bit neural networks
bit bit-neural-networks bnn deep-learning neural-network reinforcement-learning supervised-learning
Last synced: 18 Feb 2025
https://github.com/bontempogianpaolo1/consunsus-on-multi-omics
Multi-omics classification on kidney samples exploiting uncertainty-aware models
bnn consensus machine-learning mlp neural-network
Last synced: 18 Feb 2025
https://github.com/ittuann/stm32-binarized-neural-networks
Deploying Binarized Neural Network (BNN) implementation on any MCU like STM32.
Last synced: 24 Feb 2025
https://github.com/teambrawley/news
(BNN) Brawley News Network
bnn bot brawley brawlstars discord discordapp javascript jet jet-brawley nodejs
Last synced: 01 Mar 2025
https://github.com/volf52/deep-neural-net
A simple deep neural net class written to work with Numpy and Cupy
binarized-neural-networks binary-neural-networks bnn cupy deep-learning deep-neural-networks mnist numpy python python3
Last synced: 26 Mar 2025
