USAGE

Current Usage

Now, we mainly use RecWizard for three usage scenarios:

1. Load Existing Models: Load the modules or models in RecWizard with one-line code.

2. Interact with Models: Chat to RecWizard models to get recommendations.

3. Develop New Models: Develop new CRS models with RecWizard, and share them with others.

Future Plan

Since RecWizard is modular, portable and interactive, we plan to use it for more scenarios:

1. Benchmarking: Build a benchmark for CRS models, similar to this Huggingface leaderboard.

2. User Studies: Add more features to the interactive features to ease the user studies.

Usage Details

• Use Existing Models
  • 1. CRS Models as a Whole
  • 2. CRS Models at Module Level
  • 3. Single CRS Modules
    • 3.1. Deal with Text Data
    • 3.2. Deal with Tensor Data
• Interact with Models
  • 1. Launch Interface
  • 2. INFO Mode
    • 2.1. When To Use
    • 2.2. How To Use
  • 3. DEBUG Mode
    • 3.1. When To Use
    • 3.2. How To Use
• Develop New Models
  • 1. Tutorial Setup
  • 2. NEW Recommender
    • 2.1. Raw text input and output
    • 2.2. Tensor input and output
    • 2.3. Implementation of NEW recommender
  • 3. NEW Generator
    • 3.1. Raw text input and output
    • 3.2. Tensor input and output
    • 3.3. Implementation of NEW generator
  • 4. NEW Pipeline
    • 4.1. Raw text input and output
    • 4.2. Tensor input and output
    • 4.3. Implementation of NEW Pipeline
  • 5. NEW Interactive Interface
  • 6. Share NEW models