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autodl-projects

Automated deep learning algorithms implemented in PyTorch.

automl

[NeurIPS'20] Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search

awesome-iupc2021

bayesmark

Benchmark framework to easily compare Bayesian optimization methods on real machine learning tasks

china_house

**买房相关资料和项目整理，方便查看，持续更新中...

cka-centered-kernel-alignment

Reproduce CKA: Similarity of Neural Network Representations Revisited

darts

Differentiable architecture search for convolutional and recurrent networks

deit

Official DeiT repository

gnnpapers

Must-read papers on graph neural networks (GNN)

interviewguide

「InterviewGuide」一个收录优质计算机校招、社招面试常见面试题的仓库🔥🔥，以前叫做《逆袭进大厂》。目前已收录 C/C++ 、操作系统、数据结构、计算机网络、MySQL、Redis等面试资料,未来打算继续收录Java、Python、Go等面试常见问题，坚持将此仓库维护下去。

machine-learning-in-action-python3

《机器学习实战》的python3源码

mdenas

Multinomial Distribution Learning for Effective Neural Architecture Search

meshparameterization

Mesh Parameterization - LSCM

nas-ctr

nasbench

NASBench: A Neural Architecture Search Dataset and Benchmark

nga

App for NGA Forum in SwiftUI with cross-platform logic in Rust.

once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

pcl_automl_system

proxylessnas

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

pytorch_cls

A classification repo implemented with PyTorch on CIFAR-10 and ImageNet under different training conditions

pytorch_image_classification

image classification by pytorch

rethinking_performance_estimation_in_nas

save-self-from-deep-learning

paper reading and implement

single-path-one-shot-nas

SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.

singlepathoneshot

small-c-complier

small c complier

ssd-migo-mobilentv3

styletransfer-ncnn-vulkan

svcca

test