offsite-tuning VS autogluon

Compare offsite-tuning vs autogluon and see what are their differences.

offsite-tuning

Offsite-Tuning: Transfer Learning without Full Model (by mit-han-lab)
Deep Learning transfer-learning
Source Code
arxiv.org
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autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data [Moved to: https://github.com/autogluon/autogluon] (by awslabs)
Automl Machine Learning Data Science Deep Learning ensemble-learning image-classification Computer Vision Natural Language Processing structured-data object-detection Gluon transfer-learning Pytorch automated-machine-learning scikit-learn autogluon tabular-data hyperparameter-optimization time-series

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offsite-tuning autogluon
1 19
359 5,088
0.6% -
4.8 9.9
5 months ago over 1 year ago
Python Python
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

offsite-tuning

Posts with mentions or reviews of offsite-tuning. We have used some of these posts to build our list of alternatives and similar projects.

autogluon

Posts with mentions or reviews of autogluon. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing offsite-tuning and autogluon you can also consider the following projects:

transferlearning - Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

mljar-supervised - Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

carefree-learn - Deep Learning ❤️ PyTorch

Auto-PyTorch - Automatic architecture search and hyperparameter optimization for PyTorch

NaiveNASlib.jl - Relentless mutation!!

DFSpot-Deepfake-Recognition - Determine whether a given video sequence has been manipulated or synthetically generated

featuretools - An open source python library for automated feature engineering

DeepCriticalLearning - Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.

Time-Series-Library - A Library for Advanced Deep Time Series Models.

tabular-dl-tabr - The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning"

FLAML - A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

DeepPipe - [KDD 2023] Deep Pipeline Embeddings for AutoML

offsite-tuning vs transferlearning autogluon vs mljar-supervised autogluon vs carefree-learn autogluon vs Auto-PyTorch autogluon vs NaiveNASlib.jl autogluon vs DFSpot-Deepfake-Recognition autogluon vs featuretools autogluon vs DeepCriticalLearning autogluon vs Time-Series-Library autogluon vs tabular-dl-tabr autogluon vs FLAML autogluon vs DeepPipe