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Folium

Appears in 4 awesome lists

Plot geographical maps using the Leaflet.js library, jupyter plugin. gmaps - Google Maps for Jupyter notebooks. stadiamaps - Plot geographical maps. datashader - Draw millions of points on a map. sklearn - BallTree. pynndescent - Nearest neighbor descent for approximate nearest neighbors. geocoder…

Open github.compython-visualization/folium

Found in these lists

Awesome Geospatial

Section: Visualization · Python Data. Leaflet.js Maps.

FreshScore 89

awesome-python

Section: Data Science and Analytics · Python Data. Leaflet.js Maps.

FreshScore 81

Awesome Data Science with Python

Section: General · Plot geographical maps using the Leaflet.js library, jupyter plugin. gmaps - Google Maps for Jupyter notebooks. stadiamaps - Plot geographical maps. datashader - Draw millions of points on a map. sklearn - BallTree. pynndescent - Nearest neighbor descent for approximate nearest neighbors. geocoder…

FreshScore 82

Urban & Regional Planning Resources

Section: Python · A light weight library that uses leaflet to visualize geospatial data quickly in an interactive map.

FreshScore 80

m2cgen

Transpile trained ML models into other languages. sklearn-porter - Transpile trained scikit-learn estimators to C, Java, JavaScript and others. mlflow - Manage the machine learning lifecycle, including experimentation, reproducibility and deployment. skll - Command-line utilities to make it easier…

In 16 listsDetails

Luigi

Python module for building complex pipelines of batch jobs. Handles dependency resolution, workflow management, visualization, and Hadoop integration. Built at Spotify and battle-tested in production. Apache 2.0 licensed.

In 15 listsDetails

Apache Airflow

"Use airflow to author workflows as directed acyclic graphs (DAGs) of tasks. The airflow scheduler executes your tasks on an array of workers while following the specified dependencies. Rich command line utilities make performing complex surgeries on DAGs a snap. The rich user interface makes it…

In 13 listsDetails

Dagster

Cloud-native orchestration platform for developing and maintaining data assets including ML models. Declarative programming model with integrated lineage and observability. Apache 2.0 licensed.

In 12 listsDetails

Gradio

Build and share delightful machine learning apps, all in Python. The de facto standard for creating interactive ML demos with automatic UI generation from function signatures. Powers thousands of Hugging Face Spaces.

In 11 listsDetails

Prefect

Workflow management system that makes it easy to take your data pipelines and add semantics like retries, logging, dynamic mapping, caching, failure notifications, and more.

In 11 listsDetails

Redash

🆓 Connect and query your data sources, build dashboards to visualize data and share them with your company. Owned by Databricks but the hosted SaaS shut down in 2021, so the project is now community-maintained under the Databricks org with no paid Redash product.

In 11 listsDetails

Streamlit

The fastest way to build and share data apps. Transform Python scripts into beautiful web applications with minimal code. Widely used for ML model demos, data visualization, and internal tools.

In 10 listsDetails