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gfnx Documentation

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gfnx Documentation

gfnx: Generative Flow Networks in jaX
Background
Baselines
Walkthrough
Environments
Environments
- Overview
- Bayesian networks
  Bayesian networks
- Hypergrid
  Hypergrid
- Ising model
  Ising model
- Phylogenetic trees
  Phylogenetic trees
- Sequences
  Sequences
Metrics
Metrics
- Overview
- API Reference
- Lifecycle & Multimetrics
- Evidence Lower Bound (ELBO)
- Evidence Upper Bound (EUBO)
- Mode Coverage Metrics
- Mean Reward & Reward Delta
- Top-K Discovery Metrics
- Correlation
  Correlation
- Distribution based
  Distribution based

Overview

Implemented environments:

Hypergrids
Sequence Environments
Bayesian Networks Structure Learning
Ising Models
Phylogenetic Trees

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