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nasbench

NASBench: A Neural Architecture Search Dataset and Benchmark

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

neural-architecture-search

This repo is about NAS

neural-network-genetic-algorithm

Evolving a neural network with a genetic algorithm.

neural-style-tf

TensorFlow (Python API) implementation of Neural Style

next-vit

np_ml

A tool library of classical machine learning algorithms with only numpy.

nsga-net

NSGA-Net, a Neural Architecture Search Algorithm

oneshot_nas

Single Path One Shot NAS MXNet implementation with block selecting and channel selecting.

onnx-simplifier

Simplify your onnx model

pipecnn

An OpenCL-based FPGA Accelerator for Convolutional Neural Networks

proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware.

proxylessnas-1

Reproducing the ProxylessNAS approach and making some improvements (ongoing)

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

pytorch-mobilenet-v2

A PyTorch implementation of MobileNet V2 architecture and pretrained model.

pytorch-opcounter

Count the FLOPs of your PyTorch model.

pytorch-single-path-one-shot-nas

Single Path One-Shot NAS MXNet implementation with Supernet training and searching

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

reproduce-chexnet

Reproduce CheXNet

semantic-segmentation

Improving Semantic Segmentation via Video Propagation and Label Relaxation

single-path-nas-pytorch

PyTorch implementation of "Single-Path NAS: Device-Aware Efficient ConvNet Design"

slimmable_networks

Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019

structured-bayesian-pruning-pytorch

pytorch implementation of Structured Bayesian Pruning

taichi

Open-Source Computer Graphics Library

tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow-on-arm

TensorFlow for Arm

tensorflow-on-raspberry-pi

TensorFlow for Raspberry Pi

tensorflow-tutorial

Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.

visdrone