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featured

Streamlit

Turn a Python script into a shareable data app

4.8
Open source

Free open source

featured

Prefect

Python workflow orchestration for data, ML, and agent pipelines you can observe and retry

4.6
Open source

Free open source

featured

Hugging Face Transformers

The standard library for pretrained AI models

4.9
Open source

Free open source

SpecStreamlitPrefectHugging Face Transformers
CategoryAI ToolsAI ToolsAI Tools
PricingFree open source + Cloud plansFree open source + Prefect Cloud paidFree open source + Hub paid plans
Rating4.8 (42,000)4.6 (4,800)4.9 (11,200)
Community94/10088/10098/100
Tierfeaturedfeaturedfeatured
Best forpython, data-apps, ml, dashboardsorchestration, data, ml, pythongithub, nlp, models, python
Top features
  • ·Python-to-web widgets
  • ·Charts and data views
  • ·Streamlit Community Cloud hosting
  • ·Python flows and tasks
  • ·Retries and observability
  • ·Prefect Cloud
  • ·Thousands of pretrained models
  • ·PyTorch, TensorFlow, JAX backends
  • ·Pipelines for common tasks