Dev tools · alternatives · 2026

24 alternatives to CatBoost by Yandex 🔥

Open Source Machine Learning Library

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

1. 1
   PredictionIO▲172

   Open source machine learning to predict/learn user behavior

   2014 · prediction.io · its alternatives →

2. 2
   Restyaboard▲197

   An open source alternative to Trello

   2015 · restya.com · its alternatives →

3. 3
   TensorFlow 1.0▲80

   Open-source machine learning library by Google

   2018 · tensorflow.org · its alternatives →

4. 4
   ML Showcase▲214

   A curated collection of machine learning projects

   2017 · its alternatives →

5. 5
   Machine Learning▲77

   A visual guide for beginners

   2017 · amazon.com · its alternatives →

6. 6
   Distill▲200

   An interactive, visual journal for Machine Learning research

   2017 · distill.pub · its alternatives →

7. 7
   TensorPort▲143

   Help teams apply machine learning to real-world applications

   2017 · its alternatives →

8. 8
   MatrixDS▲79

   The data community's workbench

   2018 · its alternatives →

9. 9
   TensorFire▲99

   Blazing-fast in-browser neural networks

   2017 · tenso.rs · its alternatives →

10. 10
    BigML▲64

    Machine learning as a service - build predictive apps

    2014 · bigml.com · its alternatives →

11. 11
    Microsoft Cognitive Toolkit▲110

    Microsoft's deep learning toolkit

    2017 · microsoft.com · its alternatives →

12. 12
    Deep Learning▲67

    The textbook for modern machine learning

    2016 · amazon.com · its alternatives →

13. 13
    TensorFlow▲17

    An Open Source Library for Machine Intelligence (by Google)

    2015 · tensorflow.org · its alternatives →

14. 14
    Gluon▲7

    Machine Learning library from AWS and Microsoft

    2017 · github.com · its alternatives →

15. 15
    Practical SVG▲65

    Harness power & possibilities of performance-efficient SVG.

    2016 · abookapart.com · its alternatives →

16. 16
    I started a repo for sharing algorithm implementations▲52

    Everything that would be here is in the README. I hope this gets big, it has tons of potential.

    2013 · github.com · its alternatives →

17. 17
    TensorFlow▲8

    Google's open source machine learning platform

    2015 · blog.research.google · its alternatives →

18. 18
    I wrote a minimal deep learning library from scratch in Python▲25

    A minimalist deep learning library written from scratch in Python - sradc/SmallPebble

    2021 · github.com · its alternatives →

19. 19
    Feature.js▲12

    A feature detection library in 1kb

    2016 · featurejs.com · its alternatives →

20. 20
    Tinker▲16

    Building a computer program that learns from data

    2016 · playground.tensorflow.org · its alternatives →

21. 21
    The Definitive Guide to Machine Learning▲7

    A brief introduction to Machine Learning

    2015 · its alternatives →

22. 22
    Machine Learning for Absolute Beginners▲12

    A Plain English Introduction to Machine Learning

    2017 · amazon.com · its alternatives →

23. 23WB
    Web based automated machine learning platform free to download▲7

    2019 · intelec.ai · its alternatives →

24. 24
    Facets▲6

    Open Source Visualization for Machine Learning Training Data

    2017 · github.com · 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 →