AI · alternatives · 2026

24 alternatives to Facets

Open Source Visualization for Machine Learning Training Data

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Facets launched in 2017; newer entries below may have overtaken it.

1. 1
   Machine Learning▲77

   A visual guide for beginners

   2017 · amazon.com · its alternatives →

2. 2
   Distill▲200

   An interactive, visual journal for Machine Learning research

   2017 · distill.pub · its alternatives →

3. 3
   Facets▲6

   A tool to help understand and visualize data

   2017 · pair-code.github.io · its alternatives →

4. 4
   PredictionIO▲172

   Open source machine learning to predict/learn user behavior

   2014 · prediction.io · its alternatives →

5. 5
   Datamatic▲156

   Editable data visualizations for the web

   2017 · datamatic.io · its alternatives →

6. 6
   R2D3▲5

   A Visual Introduction to Machine Learning

   2017 · r2d3.us · its alternatives →

7. 7
   Datapad▲83

   Beautiful visual analytics

   2014 · datapad.io · its alternatives →

8. 8
   WhatTheFIsML▲110

   An illustrated guide to understanding Machine Learning

   2016 · its alternatives →

9. 9
   Deep Learning▲67

   The textbook for modern machine learning

   2016 · amazon.com · its alternatives →

10. 10
    Quant▲133

    Machine learning based mental math training.

    2017 · quantmm.org · its alternatives →

11. 11
    PolicyViz: Chris Parmer from Plotly▲53

    The future of online data visualization tools

    2016 · policyviz.com · its alternatives →

12. 12
    The Human Face of Big Data▲71

    Visualizing the extraordinary Big Data revolution

    2015 · lightshow.lol · its alternatives →

13. 13
    Curalate▲73

    Analytics For The Visual Web

    2014 · bazaarvoice.com · its alternatives →

14. 14ND
    New data visualization tool and why we made it▲9

    2014 · blog.spritesapp.com · its alternatives →

15. 15
    Gephi▲66

    Open Graph Visualization Platform

    2014 · gephi.org · its alternatives →

16. 16
    MatrixDS▲79

    The data community's workbench

    2018 · its alternatives →

17. 17
    Microsoft Cognitive Toolkit▲110

    Microsoft's deep learning toolkit

    2017 · microsoft.com · its alternatives →

18. 18
    Variance▲91

    Build powerful data visualizations for the web.

    2014 · variancecharts.com · its alternatives →

19. 19
    Feng-GUI▲83

    Empowering designers with visual predictive analytics

    2015 · feng-gui.com · its alternatives →

20. 20
    Machine▲8

    Machine learning with instantaneous, visual feedback

    2017 · its alternatives →

21. 21
    Marching neural network▲8

    Visualizing level surfaces of a neural network

    2017 · arogozhnikov.github.io · its alternatives →

22. 22
    Tamr▲73

    Data analytics with mix of machine learning & human experts

    2014 · tamr.com · its alternatives →

23. 23
    BigML▲64

    Machine learning as a service - build predictive apps

    2014 · bigml.com · its alternatives →

24. 24
    TensorFlow 1.0▲80

    Open-source machine learning library by Google

    2018 · tensorflow.org · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →