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
8 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
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Postman
It is the only complete API development environment, used by nearly five million developers and more than 100,000 companies worldwide.
Stack Overflow
Stack Overflow is a question and answer site for professional and enthusiast programmers. It's built and run by you as part of the Stack Exchange network of Q&A sites. With your help, we're working together to build a library of detailed answers to every question about programming.
Google Maps
Create rich applications and stunning visualisations of your data, leveraging the comprehensiveness, accuracy, and usability of Google Maps and a modern web platform that scales as you grow.
