131 Open source projects that are alternatives of or similar to Archai

(ICCV 2021) BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

This repo is about NAS

Awesome Neural Architecture Search Papers

TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search (ECCV2020)

Block-wisely Supervised Neural Architecture Search with Knowledge Distillation (CVPR 2020)

PaddleSlim is an open-source library for deep model compression and architecture search.

my own deep learning mastery roadmap

Encodings for neural architecture search

CM-NAS: Cross-Modality Neural Architecture Search for Visible-Infrared Person Re-Identification (ICCV2021)

Automated deep learning algorithms implemented in PyTorch.

"NAS evaluation is frustratingly hard", ICLR2020

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

A curated list of automated deep learning (including neural architecture search and hyper-parameter optimization) resources.

Parallel random matrix tools and complexity for deep learning

a mini-package-manager for QNAP NAS

🌐👨‍💻💻 Setup your own NAS on a Raspberry Pi

NAS-Nav导航仿iCloud风格

Client-server stack for Web3! Turn your Raspberry Pi to a BAS server in minutes and enjoy the freedom of decentralized Web with a superior user experience!

Script for sync operations between your NAS and your seedbox.

A toolbox for receptive field analysis and visualizing neural network architectures

MixPath: A Unified Approach for One-shot Neural Architecture Search

An AutoDL tool for Neural Architecture Search and Hyperparameter Optimization on Tensorflow and Keras

A research library for pytorch-based neural network pruning, compression, and more.

NEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training

Learnable Embedding Space for Efficient Neural Architecture Compression

This repo is a fork of Difegue / LANraragi , those things i've done was to translate this repo into chinese ,and fix chrome browser js problem.

Online Deep Learning: Learning Deep Neural Networks on the Fly / Non-linear Contextual Bandit Algorithm (ONN_THS)

Code for "Depth Uncertainty in Neural Networks" (https://arxiv.org/abs/2006.08437)

OpenMMLab Model Compression Toolbox and Benchmark.

Interstellar: Searching Recurrent Architecture for Knowledge Graph Embedding. NeurIPS 2020.

Qnap lcd python module, features both writing to the display as wel as reading keypresses from the panel keys. It was developed on a Qnap TS-459 and a TS-453A, it works on some other models as well.

ComiGO：Simple, cross-platform manga reader。简单、跨平台的漫画阅读器。シンプルな漫画リーダー。

General purposed Web Desktop Operating Platform / OS for Raspberry Pis, Now written in Go!

My Synology automation scripts. Making Synology NAS command line usable

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

The official repo for CVPR2021——ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search.

Local Movies Organizer

Myflix, a Netflix clone!

Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)

PC-DARTS (PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search, published in ICLR 2020) implemented in Tensorflow 2.0+. This is an unofficial implementation.

Automatic DNN compression tool with various model compression and neural architecture search techniques

youtube download queue websocket server with login for private NAS.

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

A PyTorch implementation of NASBench

ksmbd kernel server(SMB/CIFS server)

A curated list of awesome resources combining Transformers with Neural Architecture Search

sspender helps you suspend your server (and spindown disks) when idle.

[InterSpeech 2020] "AutoSpeech: Neural Architecture Search for Speaker Recognition" by Shaojin Ding*, Tianlong Chen*, Xinyu Gong, Weiwei Zha, Zhangyang Wang

PyTorch-style and human-readable RegNet with a spectrum of pre-trained models

Large scale and asynchronous Hyperparameter Optimization at your fingertip.

[ICML2020] "AutoGAN-Distiller: Searching to Compress Generative Adversarial Networks" by Yonggan Fu, Wuyang Chen, Haotao Wang, Haoran Li, Yingyan Lin, Zhangyang Wang

openmediavault is the next generation network attached storage (NAS) solution based on Debian Linux. It contains services like SSH, (S)FTP, SMB/CIFS, DAAP media server, RSync, BitTorrent client and many more. Thanks to the modular design of the framework it can be enhanced via plugins. OpenMediaVault is primarily designed to be used in home envi…

NAS-FCOS: Fast Neural Architecture Search for Object Detection (CVPR 2020)

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

TrueNAS SCALE Build System

A curated list of storage open source tools. Backups, redundancy, sharing, distribution, encryption, etc.

Neural architecture search(NAS)

Differentiable architecture search for convolutional and recurrent networks