Python Visualization

Open-source Python projects categorized as Visualization

Top 23 Python Visualization Projects

  • Redash

    Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.

    Project mention: Redash: Connect to data source, easily visualize, dashboard and share your data | news.ycombinator.com | 2024-03-20
  • bokeh

    Interactive Data Visualization in the browser, from Python

    Project mention: Mastering Matplotlib: A Step-by-Step Tutorial for Beginners | dev.to | 2023-12-25

    Bokeh - Interactive Web Plotting for Python.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  • plotly

    The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

    Project mention: Top 10 growing data visualization libraries in Python in 2023 | dev.to | 2023-10-11

    Github: https://github.com/plotly/plotly.py

  • pygwalker

    PyGWalker: Turn your pandas dataframe into an interactive UI for visual analysis

    Project mention: Show HN: Use an "eraser" to clean data on flight without breaking your workflow | news.ycombinator.com | 2024-03-15
  • vaex

    Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

  • tensorboardX

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

  • umap

    Uniform Manifold Approximation and Projection

    Project mention: [OC] Clustering Images with OpenAI CLIP, T-SNE, UMAP & Plotly | /r/dataisbeautiful | 2023-04-29

    UMAP GitHub repository: https://github.com/lmcinnes/umap

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

  • bertviz

    BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

    Project mention: StreamingLLM: tiny tweak to KV LRU improves long conversations | news.ycombinator.com | 2024-02-13

    This seems only to work cause large GPTs have redundant, undercomplex attentions. See this issue in BertViz about attention in Llama: https://github.com/jessevig/bertviz/issues/128

  • MMdnn

    MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

  • httpstat

    curl statistics made simple (by reorx)

    Project mention: Timing with Curl (2010) | news.ycombinator.com | 2023-08-15

    curl is fantastic. There's also HTTPStat which provides a waterfall visualization on top of curl timings: https://github.com/reorx/httpstat

    There's also Skytrace (made by yours truly), which provides timing info as a waterfall visualization inspired by HTTPStat + lots more (syntax highlighting for responses, built-in JMESPath support, command-line assertions and checks etc) - https://github.com/artilleryio/artillery/tree/main/packages/...

  • lux

    Automatically visualize your pandas dataframe via a single print! 📊 💡 (by lux-org)

  • aim

    Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

    Project mention: aim VS cascade - a user suggested alternative | libhunt.com/r/aim | 2023-12-05
  • orange

    🍊 :bar_chart: :bulb: Orange: Interactive data analysis

    Project mention: Ask HN: What Underrated Open Source Project Deserves More Recognition? | news.ycombinator.com | 2024-03-07
  • viztracer

    VizTracer is a low-overhead logging/debugging/profiling tool that can trace and visualize your python code execution.

  • yellowbrick

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

  • quantstats

    Portfolio analytics for quants, written in Python

  • git-sim

    Visually simulate Git operations in your own repos with a single terminal command.

    Project mention: Mastering Emacs: What's new in Emacs 29.1 | news.ycombinator.com | 2023-09-07

    Has anyone figured out how to pair magit with git-sim (https://github.com/initialcommit-com/git-sim) so that you can use magit's controls but then get a picture of what you're about to do before you do it?

  • vprof

    Visual profiler for Python

  • wave

    Realtime Web Apps and Dashboards for Python and R (by h2oai)

    Project mention: Streamlit alternatives but for Rust? | /r/rust | 2023-10-01

    https://streamlit.io/ https://wave.h2o.ai/ https://reflex.dev/

  • PyQtGraph

    Fast data visualization and GUI tools for scientific / engineering applications

    Project mention: Mastering Matplotlib: A Step-by-Step Tutorial for Beginners | dev.to | 2023-12-25

    PyQtGraph - Interactive and realtime 2D/3D/Image plotting and science/engineering widgets.

  • chartify

    Python library that makes it easy for data scientists to create charts. (by spotify)

  • Flask JSONDash

    :snake: :bar_chart: :chart_with_upwards_trend: Build complex dashboards without any front-end code. Use your own endpoints. JSON config only. Ready to go.

  • VisPy

    Main repository for Vispy

    Project mention: Mastering Matplotlib: A Step-by-Step Tutorial for Beginners | dev.to | 2023-12-25

    VisPy - High-performance scientific visualization based on OpenGL.

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020). The latest post mention was on 2024-03-20.

Python Visualization related posts

Index

What are some of the best open-source Visualization projects in Python? This list will help you:

Project Stars
1 Redash 24,789
2 bokeh 18,700
3 plotly 15,067
4 pygwalker 9,418
5 vaex 8,157
6 tensorboardX 7,777
7 umap 6,881
8 bertviz 6,268
9 MMdnn 5,772
10 httpstat 5,561
11 lux 4,902
12 aim 4,711
13 orange 4,563
14 viztracer 4,240
15 yellowbrick 4,183
16 quantstats 4,083
17 git-sim 4,059
18 vprof 3,940
19 wave 3,834
20 PyQtGraph 3,636
21 chartify 3,465
22 Flask JSONDash 3,286
23 VisPy 3,200
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com