raghakot/keras-vis

Investigate support for pytorch

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#51 opened on Jul 1, 2017

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Description

All we need is iteration over layers, ability to take gradients with respect to some input in a graph, and abstractions for common keras backend calls.

It might be possible to make the lib support pytorch once these abstractions are in place.

Contributor guide

Research direction
Study the existing Keras backend abstractions in the codebase and design a similar interface for PyTorch. Focus on implementing layer iteration, gradient computation, and common backend operations.
Tech stack
python
Domain
ai
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Fresh
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Mostly clear
Prerequisites
PythonKerasPyTorchNeural networks
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
30