AnalysisG
Contents:
Introduction
Overview
What is AnalysisG?
Framework Architecture
Core Components
Infrastructure
Design Philosophy
Use Cases
Technology Stack
Getting Help
Next Steps
API Reference
Core Module
Template Classes
Utility Classes
Classes and Functions
Events Module
Event Implementations
BSM Four-Top Events
Experimental MC20 Events
GNN Inference Events
SSML MC20 Events
Usage Pattern
Example
Graphs Module
Graph Implementations
BSM Four-Top Graphs
Experimental MC20 Graphs
SSML MC20 Graphs
Graph Structure
Common Features
Node Features
Edge Features
Usage Example
Metrics Module
Metric Implementations
Accuracy Metric
PageRank Metric
Metric Interface
Usage Example
Models Module
Model Implementations
GRIFT Model
Recursive GNN Model
Model Interface
Usage Example
Custom Models
Infrastructure Modules
Module Components
Templates
Container
DataLoader
IO Module
Graph Module
Meta Module
Structs Module
Tools Module
Neutrino Solver
Optimizer
Loss Functions
Plotting
ROC Analysis
Analysis
Notification
Sample Tracer
Type Casting
Particle
Selection
Model Infrastructure
Metric Infrastructure
Design Principles
Python-C++ Interface
Interface Components
C Utilities
Interface Layer
Operators
Physics Module
Transform
Graph Interface
Neutrino Solver Interface
Usage Examples
Basic Usage
Advanced Usage
Design Philosophy
Cython Implementation
Adding New Bindings
Templates Module
Template Types
Event Templates
Particle Templates
Graph Templates
Model Templates
Metric Templates
Selection Templates
Using Templates
Typical Workflow
Template Structure
Best Practices
Example Customizations
Custom Event
Custom Metric
Deprecated Documentation
Overview
Namespaces and Classes
Documentation Format
Browsing the API
Conventions
Module Documentation
Core Module
Overview
Purpose
Template Classes
event_template
particle_template
graph_template
model_template
metric_template
selection_template
Utility Classes
tools
meta
structs
io
notification
plotting
roc
lossfx
analysis
Design Philosophy
Extensibility
Reusability
Performance
Flexibility
Integration
Usage Patterns
Creating Custom Events
Creating Custom Metrics
See Also
Events Module
Overview
Graphs Module
Overview
Metrics Module
Overview
Models Module
Overview
Infrastructure Modules
Overview
Python-C++ Interface
Overview
Templates Module
Overview
Overview
Core Modules
Infrastructure
Module Relationships
Navigation
Examples
Basic Event Processing
Creating and Processing Events
Graph Construction
Building Graphs from Events
Model Training
Training a GNN Model
Python Interface
Using from Python
Physics Calculations
Computing Physics Quantities
Custom Metrics
Implementing Custom Metrics
More Examples
See Also
Contributing
How to Contribute
Reporting Issues
Code Contributions
Setting Up Development Environment
Code Style
Documentation
Testing
Submitting Changes
Documentation Contributions
Improving Documentation
Building Documentation Locally
Code of Conduct
Getting Help
License
Recognition
Contact
Thank You
AnalysisG
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