Guides

Comprehensive documentation for using and developing with TorchFX.

• Getting Started
  • Installation
  • Getting Started
  • Quick Links
• Core Concepts
  • Overview
  • What You’ll Learn
  • Design Philosophy
  • Architecture Diagram
  • Next Steps
  • External Resources
  • References
• Tutorials
  • Creating Custom Filters
  • Series and Parallel Filter Combinations
  • Creating Custom Effects
  • Multi-Channel Audio Processing
  • BPM-Synced Delay Effects
  • Available Tutorials
• Advanced Topics
  • Who Should Read This
  • Prerequisites
  • Topics Overview
  • Quick Navigation
  • Additional Resources
  • External References
• API Stability and Backward Compatibility
  • Versioning Policy
  • Stability Guarantees
  • Public API Surface
  • How to Check API Stability
  • Handling Breaking Changes
  • Examples
  • Contact
• Migration Guide
  • Semantic Versioning Policy
  • Version 0.3.x → 1.0.0
  • Deprecation Policy
  • Breaking Changes History
  • Common Migration Patterns
  • Version-Specific Guides
• Developer Documentation
  • Contents
  • Quick Links

Getting Started

New to TorchFX? Start here:

• Installation - Install TorchFX and set up your environment

• Getting Started Guide - Your first steps with TorchFX

Core Concepts

Understand the fundamental building blocks of TorchFX:

• Wave - Digital audio representation with metadata

• FX Base Class - Foundation for all effects and filters

• Pipeline Operator - Functional composition with |

• Type System - Musical time and audio units

Tutorials

Learn TorchFX through practical examples:

• Custom Effects - Building your own custom effects

• Series and Parallel Filters - Combining filters in complex patterns

• Custom Filters - Creating custom filter designs

• Multi-Channel Effects - Processing stereo and surround sound

• BPM-Synced Delay - Musical time-based delay effects

Advanced Topics

Master advanced TorchFX features:

• GPU Acceleration - Leverage CUDA for faster processing

• PyTorch Integration - Integrate with neural networks

• Multi-Channel Processing - Advanced multi-channel patterns

• Performance Optimization - Benchmarks and optimization strategies

Reference Guides

• API Stability - Learn about TorchFX’s commitment to API stability and backward compatibility

• Migration Guide - Step-by-step guides for migrating between versions

Developer Resources

Contributing to TorchFX? Check out:

• Roadmap - Project roadmap and development plans

• Style Guide - Coding standards and best practices