explosion/projects resource

Health v2 · maintenance only

Adoption not part of the score

1436 stars · 473 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A repository of project templates for Weasel (spaCy projects) providing end-to-end NLP workflows from prototype to production. Templates cover training pipelines, tutorials, integrations, benchmarks, and experimental workflows that can be cloned and customized.

Use cases

• train a custom spaCy NLP pipeline from a template
• learn end-to-end NLP workflows with worked examples
• set up data annotation to model training to packaging workflow
• reproduce NLP benchmarks for spaCy models
• integrate spaCy with third-party ML tools
• package and deploy a trained NLP model as a Python package

When to choose

• you use spaCy or Prodigy and want structured, reproducible NLP project scaffolding
• you need templates for training, packaging, and serving custom NLP pipelines
• you want to learn NLP workflows through complete end-to-end examples

When to avoid

• you need a general-purpose workflow orchestrator outside NLP
• you don't use the spaCy/Weasel ecosystem
• you need a production application rather than templates and examples

Facets

learning-resource · maturity active

nlp machine-learning workflow-automation developer-tools benchmarking machine-learning developer-tools tutorials python cross-platform cli spacy prodigy weasel project-templates nlp-pipelines annotation model-training end-to-end-workflows natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="explosion/projects")