sequencediagram.org
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visualization
This Not That (TNT)
This Not That is a suite of tools for working with, exploring, and interacting with “data maps”. A data map is a two (or three) dimensional representation of higher dimensional vector space data, usually produced by UMAP, t_SNE, or another manifold learning technique.
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A community maintained Python library for creating mathematical animations.
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A general-purpose programmatic animation tool
A gallery of animations made with Morpho is available here. For more, you can also take a look at the YouTube channels Morphocular and Serpentine Integral, which use Morpho to create most of the animations.
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Data-Visualization Tools and Books
Data-Visualization Tools and Books
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A high-level plotting API for the PyData ecosystem built on HoloViews.
hvPlot provides a high-level plotting API built on HoloViews that provides a general and consistent API for plotting data in all the abovementioned formats. hvPlot can integrate neatly with the individual libraries if an extension mechanism for the native plot APIs is offered, or it can be used as a standalone component. To get started jump straight into the installation instructions and check out the current functionality in the User Guide.
Beautiful database diagrams
Beautiful database diagrams
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Dash Sample Apps
This repository hosts the code for over 100 open-source Dash apps written in Python or R. They can serve as a starting point for your own Dash app, as a learning tool to better understand how Dash works, as a reusable templates, and much more.
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Data Visualization 101
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Airtable
Airtable’s intuitive yet powerful platform gives everyone the flexibility to create their own solution and make work flow faster.
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Beautiful and easy data visualization and storytelling
Easily turn your data into stunning charts, maps and interactive stories.
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dtreeviz : Decision Tree Visualization
A python library for decision tree visualization and model interpretation. Currently supports scikit-learn, XGBoost, Spark MLlib, and LightGBM trees.
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Integrating Pythonic visual reports into ML pipelines
Human-readable, visual reports for every ML pipeline Link
What is Metaflow
Metaflow is a human-friendly Python library that helps scientists and engineers build and manage real-life data science projects.
Metaflow was originally developed at Netflix to boost the productivity of data scientists who work on a wide variety of projects from classical statistics to state-of-the-art deep learning.
Metaflow provides a unified API to the infrastructure stack that is required to execute data science projects, from prototype to production.
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3 Python Tools You Need to Try
Mito — A spreadsheet interface for Python Lux — Automated Visualization Suggestions and Generation Bokeh — Create Interactive Visualizations in Python Link
