autogluon
Auto-PyTorch
| autogluon | Auto-PyTorch | |
|---|---|---|
| 19 | 4 | |
| 5,088 | 2,287 | |
| - | 1.2% | |
| 9.9 | 0.0 | |
| over 1 year ago | about 1 month ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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autogluon
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.
What are some alternatives?
mljar-supervised - Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
auto-sklearn - Automated Machine Learning with scikit-learn
carefree-learn - Deep Learning ❤️ PyTorch
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
NaiveNASlib.jl - Relentless mutation!!
DFSpot-Deepfake-Recognition - Determine whether a given video sequence has been manipulated or synthetically generated
cleanrl - High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
featuretools - An open source python library for automated feature engineering
autogluon - Fast and Accurate ML in 3 Lines of Code
DeepCriticalLearning - Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.
Time-Series-Library - A Library for Advanced Deep Time Series Models.