600 Open source projects that are alternatives of or similar to Nas Bench 201

"NAS evaluation is frustratingly hard", ICLR2020

[ISBI'21] MedMNIST Classification Decathlon: A Lightweight AutoML Benchmark for Medical Image Analysis

Encodings for neural architecture search

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

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

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

Awesome Neural Architecture Search Papers

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.

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

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]

The implementation of "Shape Adaptor: A Learnable Resizing Module" [ECCV 2020].

This repo is about NAS

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

Automated deep learning algorithms implemented in PyTorch.

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

AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch

Dataset of images of trash; Torch-based CNN for garbage image classification

A dataset of 200k English plaintext jokes.

Predictive AI layer for existing databases.

Python related videos and metadata powering =>

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition

Documentation on how to access and use the Quick, Draw! Dataset.

ICCV2017 The Person re-ID Evaluation Code for DukeMTMC-reID Dataset (Including Dataset Download)

Code and data used to create the examples in "Evidence-based Software Engineering based on the publicly available data"

Visually Explore the Stanford Question Answering Dataset

[CVPR 2020] A Large-Scale Dataset for Real-World Face Forgery Detection

TFRecord reader for PyTorch

Web application for archival and reading of manga/doujinshi. Lightweight and Docker-ready for NAS/servers.

🚧 Under Construction 🚧 记录搭建家用兼顾学习和娱乐网络环境的一些事情，以及折腾过的一些硬件的小经验。

Open source annotation tool for machine learning practitioners.

《30天自制操作系统》源码中文版。自己制作一个操作系统（OSASK）的过程

iNaturalist competition details

An open source framework for building data analytic applications.

Axibase Time Series Database: Usage Examples and Research Articles

Dataset to assess the disentanglement properties of unsupervised learning methods

Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO

The PatchCamelyon (PCam) deep learning classification benchmark.

中文谣言数据

BicBucStriim streams books, digital books. It fills a gap in the functionality of current NAS devices that provide access to music, videos and photos -- but not books. BicBucStriim fills this gap and provides web-based access to your e-book collection.

List of datasets, codes, and contests related to remote sensing change detection

Helper functions to create COCO datasets

Luminaire is a python package that provides ML driven solutions for monitoring time series data.

Auto Tune Models - A multi-tenant, multi-data system for automated machine learning (model selection and tuning).

A wrapper around tensor2tensor to flexibly train, interact, and generate data for neural chatbots.

2019-nCoV 新冠状病毒 2019-12-01至今国家、省、市三级每日统计数据（支持接口读取）

Profile and monitor your ML data pipeline end-to-end

This repository contains compatibility data for Web technologies as displayed on MDN

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Fast and flexible AutoML with learning guarantees.

DataStructure(SwordOffer、LeetCode)、Deep Learning(Tensorflow、Keras、Pytorch)、Machine Learning(sklearn、spark)、AutoML、AutoDL、ModelDeploying、SQL

Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

ZazuML - easy AutoML for Object Detection

Differentiable architecture search for convolutional and recurrent networks

A new large-scale noise-controlled face recognition dataset.

A collection of some datasets for segmentation / saliency detection. Welcome to PR...😄

Armbian configuration utility

🔊 A comprehensive list of open-source datasets for voice and sound computing (50+ datasets).

Efficient Learning of Augmentation Policy Schedules

Google Brain AutoML