Visualization Python Packages

plotly

The interactive graphing library for Python :sparkles:

pydeck

WebGL2 powered visualization framework

bokeh

Interactive Data Visualization in the browser, from Python

umap-learn

Uniform Manifold Approximation and Projection

tensorboardx

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

eralchemy

Entity Relation Diagrams generation tool

treescope

An interactive HTML pretty-printer for machine learning research in IPython notebooks.

rerun-sdk

Visualize, query, and stream to train on multimodal robotics data.

mne

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

dvc-render

Library for rendering DVC plots

open3d

Open3D: A Modern Library for 3D Data Processing

viztracer

A debugging and profiling tool that can trace and visualize python code execution

pyvista

3D visualization and mesh analysis for science and engineering

viser

Web-based 3D visualization in Python

pyqtgraph

Fast data visualization and GUI tools for scientific / engineering applications

mapclassify

Classification schemes for choropleth mapping.

plotly-express

Plotly Express - Simple syntax for complex charts. Now integrated into plotly.py!

scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

dvclive

📈 Log and track ML metrics, parameters, models with Git and/or DVC

drawsvg

Moving to https://tangled.org/cduck.me/drawsvg/ Programmatically generate SVG (vector) images, animations, and interactive Jupyter widgets

torchinfo

View model summaries in PyTorch!

tsdownsample

High-performance time series downsampling algorithms for visualization

keplergl

Kepler.gl is a powerful open source geospatial analysis tool for large-scale data sets.

yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.