202 Open source projects that are alternatives of or similar to Autodeeplab

"NAS evaluation is frustratingly hard", ICLR2020

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.

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

NAS-Bench-201 API and Instruction

This repo is about NAS

Automated deep learning algorithms implemented in PyTorch.

Awesome Neural Architecture Search Papers

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

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

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

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

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.

Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search

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

Tornado is a human-in-the-loop machine learning framework that helps you exploit your unlabelled data to train models through a simple and easy to use web interface.

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。

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

Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.

A full pipeline AutoML tool for tabular data

An AutoRecSys library for Surprise. Automate algorithm selection and hyperparameter tuning 🚀

Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models

Python Meta-Feature Extractor package.

Y. Zhang, Q. Yao, J. Kwok. Bilinear Scoring Function Search for Knowledge Graph Learning. TPAMI 2022

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

Python package for automatically constructing features from multiple time series

Optuna + LightGBM = OptGBM

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!

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

Merlion: A Machine Learning Framework for Time Series Intelligence

Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes for better inference performance and a smaller footprint

Simplifying the definition and execution, scaling and deployment of pipelines on the cloud.

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

【仅作为交流学习使用】机器智能--相关书目及经典论文包括AutoML、情感分类、语音识别、声纹识别、语音合成实验代码等

ksmbd kernel server(SMB/CIFS server)

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

my own deep learning mastery roadmap

Google Cloud Platform Machine Learning Samples

Distribution transparent Machine Learning experiments on Apache Spark

Automated modeling and machine learning framework FEDOT

基于Tensorflow2开发的优秀扩展包及项目

🤖 A machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers).

Myflix, a Netflix clone!

Differentiable architecture search for convolutional and recurrent networks

AutoVideo: An Automated Video Action Recognition System

Automatic machine learning for tabular data. ⚡🔥⚡

Codebase for "AutoPrognosis: Automated Clinical Prognostic Modeling via Bayesian Optimization", ICML 2018.

A Python framework for program synthesis with a focus on Automated Machine Learning.

TrueNAS SCALE Build System

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

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

Automated machine learning package

Black-box optimization library

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.

Auto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020

Automated machine learning (AutoML) with grammar-based genetic programming

Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。

NAS-Nav导航仿iCloud风格

💹 SIMON is powerful, flexible, open-source and easy to use machine learning knowledge discovery platform 💻

A framework for large scale recommendation algorithms.