victoresque/pytorch-template resource

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

5119 stars · 1098 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A PyTorch project template providing a clear folder structure, JSON config files, CLI overrides, checkpointing, and abstract base classes for trainers, data loaders, and models. It ships with an MNIST example and a script to scaffold new deep learning projects.

Use cases

• scaffold a new pytorch deep learning project
• organize my pytorch training code with configs and checkpoints
• template for reproducible deep learning experiments
• start a pytorch project with trainer and data loader base classes
• set up tensorboard logging for pytorch training

When to choose

• starting a new PyTorch research or experiment project from scratch
• you want a lightweight, readable structure without heavy framework lock-in
• you need config-driven training with checkpoint resume out of the box

When to avoid

• you need a full-featured experiment framework like PyTorch Lightning or Hydra
• your project is not PyTorch-based
• you need actively maintained features or recent PyTorch API support

Facets

learning-resource · maturity maintenance

machine-learning deep-learning developer-tools logging configuration-management deep-learning machine-learning developer-tools tutorials python cross-platform pytorch project-template boilerplate training-pipeline mnist-example tensorboard

Member repositories

For agents

markdown · JSON · MCP: product_card(name="victoresque/pytorch-template")