Trickle
betaSee PyTorch tensor shapes inline in VSCode as you code.
Developer ToolsAIProductivity
What It Does
Details
Trickle provides real-time tracing of Python variables, allowing developers to see tensor shapes and variable types inline while coding. It rewrites Python source code using AST transformation to capture and display types during execution without the need for code changes.
Who It's For
Best fit users
- •Machine Learning Engineers
- •Software Developers
- •Data Scientists
Why It Matters
Why this one made the cut
This tool helps developers debug their code more efficiently and understand variable flow during model training. It enhances productivity by providing inline information, reducing the need for console print statements.
Differentiator
What makes it different
Trickle operates without requiring code modifications, decorators, or type annotations, offering convenience and ease of use.