Tutorials: Supervised Learning

Learn the fundamentals of EIR with classification and regression tasks.

Single Modality Tutorials

Advanced Techniques

Tutorials: Generative Modeling

Learn to generate new data with EIR’s generative capabilities.

Sequence Generation

Generate text, DNA sequences, and other sequential data.

Image Generation

Create and manipulate images with autoencoders and diffusion models.

Array Generation

Generate multi-dimensional data and build autoencoders.

Array Output: Building a Simple Autoencoder for MNIST Digit Generation

Tutorials: Specialized Applications

Domain-specific tutorials for specialized use cases.

Time Series Forecasting

Predict future values in temporal data.

Survival Analysis

Model time-to-event data and survival probabilities.

Tutorials: Advanced Topics

Streaming, scaling, and customization.

Model Management

Scaling

These tutorials demonstrate how to use EIR for larger-scale experiments, while generally tutorials can be run on a single laptop, these tutorials generally require a GPU.

Customization

Customizing EIR: Customized Fusion Tutorial

Next Steps:

Check the Configuration API Reference for detailed configuration options