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gflownet

Official

Generative Flow Networks for diverse sampling.

Data & Analytics#sampling#rewards#gflownet#causal discovery#molecule design
Authorplurigrid
Version1.0.0
Installs0

System Documentation

What problem does it solve?

GFlowNets sample proportionally to reward, enabling diverse candidate generation for design and discovery tasks.

Core Features & Use Cases

  • Trajectory balance & detailed balance: Stable training objectives.
  • Molecule design & causal discovery: Applications in chemistry and structure learning.
  • Compositional sampling: Build complex samples step by step.

Quick Start

Just run: just gflownet-demo

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: gflownet
Download link: https://github.com/plurigrid/asi/archive/main.zip#gflownet

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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