What is AutoGluon?
It automates machine learning tasks enabling you to easily achieve strong predictive performance in your applications. With just a few lines of code, you can train and deploy high-accuracy deep learning models on image, text, and tabular data.
AutoGluon is a tool in the Machine Learning Tools category of a tech stack.
AutoGluon is an open source tool with GitHub stars and GitHub forks. Here’s a link to AutoGluon's open source repository on GitHub
Who uses AutoGluon?
Developers
7 developers on StackShare have stated that they use AutoGluon.
AutoGluon's Features
- Quickly prototype deep learning solutions for your data with few lines of code
- Leverage automatic hyperparameter tuning, model selection / architecture search, and data processing
- Automatically utilize state-of-the-art deep learning techniques without expert knowledge
- Easily improve existing bespoke models and data pipelines, or customize AutoGluon for your use-case
AutoGluon Alternatives & Comparisons
What are some alternatives to AutoGluon?
XGBoost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow
JavaScript
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Git
Git is a free and open source distributed version control system designed to handle everything from small to very large projects with speed and efficiency.
GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Over three million people use GitHub to build amazing things together.
Python
Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
