Welcome to Minerva’s documentation!

Minerva is a framework for training machine learning models for researchers. We provide a set models, datasets, and tools to help you get started with your research. Also, we provide a set of tools to help you configurate experiments, train models, and analyze results in a reproducible way, logging all the information you need to reproduce your experiments.

Contents:

• Installation Guide
  • Pip Installation
  • Using Docker
  • Development Install
• Getting Started
  • Training a Seismic Facies Segmentation Model with PyTorch
• Tutorials
  • Datasets, Readers, and Related Data Structures
  • Models
  • Pipelines
  • A Simple Example of training a model using Minerva
• Programming Reference
  • minerva

Indices and tables

• Index

• Module Index

• Search Page