Auto-PyTorch
autogluon
| Auto-PyTorch | autogluon | |
|---|---|---|
| 4 | 19 | |
| 2,282 | 5,088 | |
| 1.0% | - | |
| 0.0 | 9.9 | |
| 25 days ago | over 1 year ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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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.
Auto-PyTorch
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[Project] AMLTK: A framework for building your own AutoML (AutoSklearn authors)
We took some of the lessons learned while building AutoSklearn and AutoPytorch, the good, the bad and the ugly and made a library that to enable the next generation of open-source AutoML tools, to allow them to be research-able but also efficient and scalable. We have some future plans and on-going work with this and we'd like to gather any feedback the community might have!
- What are sota hyperparameter optimization methods?
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A question for any AI programmers
Well it seems so, yes. Take a look here.
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What free AutoML library do you recommend?
For more information, you can checkout the github page AutoPytorch. Disclaimer: its under development and there can be potentially many undiscovered bugs which we will be happy to resolve as quick as possible. I recommend using the development branch which is a complete overhaul of the library from scratch.
autogluon
What are some alternatives?
auto-sklearn - Automated Machine Learning with scikit-learn
mljar-supervised - Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
lightning-flash - Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
carefree-learn - Deep Learning ❤️ PyTorch
NaiveNASlib.jl - Relentless mutation!!
cleanrl - High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
DFSpot-Deepfake-Recognition - Determine whether a given video sequence has been manipulated or synthetically generated
autogluon - Fast and Accurate ML in 3 Lines of Code
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.