Documentation
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Brainome Data Compiler
Getting Started
Brainome is a machine learning tool that will help you:
- Prioritize which parts of your data matter the most
- Evaluate the likelihood of success in building a machine learning model from your data
- Provide you with measurements during the process of building a machine learning model so that you can have a clear understanding of model performance
- Deploy easily, without the need for complicated “MLOps” frameworks and expert
To get the most value from Brainome, follow the steps laid out in our tutorials:
Technical Papers
- A Practical Approach to Sizing Neural Networks (2018)
- One Bit Matters: Understanding Adversarial Examples as the Abuse of Redundancy (2018)
- Reproducibility and Experimental Design for Machine Learning on Audio and Multimedia Data (2019)
- On the Impact of Perceptual Compression on Deep Learning (2020)
- Reproducibility and Experimental Design for Machine Learning (ACM Multimedia 2019)
