Alternatives

The Best Snorkel Alternatives in 2026

24 alternatives0 free · 23 open source

Looking for something like Snorkel? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 23 are open source.

About Snorkelgithub.com/snorkel-team/snorkel
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Snorkel helps generate training data programmatically through weak supervision.

PricingNot confirmed
Platforms—

Top picks at a glance

Quick comparison

#AlternativePricingOpen sourcePlatforms
1TSFresh —Yes—
2Featuretools —Yes—
3Feature Engine —Yes—
4Pycaret —Not stated—
5Intel® oneAPI Data Analytics Library —Yes—
6mljar-supervised —Yes—
7Pandas Profiling —Yes—
8DVC —Yes—
9Lance —Yes—
10Cleanlab —Yes—
24 shown

All Snorkel alternatives

1

TSFresh

github.com/blue-yonder/tsfreshOpen source
Also covers data science, machine learning, and open source · same kind of open-source project

tsfresh automatically extracts relevant features from time series data.

4

Pycaret

github.com/pycaret/pycaret
Also covers data science, machine learning, and python · same kind of open-source project

PyCaret provides a low code AutoML platform for Python, with a scikit-learn native engine and React control plane.

8

DVC

github.com/iterative/dvcOpen source
Also covers data science, machine learning, and open source · same kind of open-source project

DVC tracks data versions and machine learning experiments for collaborative development.

9

Lance

github.com/eto-ai/lanceOpen source
Also covers data science, machine learning, and open source · same kind of open-source project

Lance provides an open lakehouse format for multimodal AI, with vector indexing and data versioning.

10

Cleanlab

github.com/cleanlab/cleanlabOpen source
Also covers data science, machine learning, and open source · same kind of open-source project

Cleanlab provides a Python library for data quality and machine learning with messy real world data and labels.

11

19 Questions

github.com/fulldecent/19-questionsOpen source
Also covers data science, machine learning, and open source · same kind of open-source project

19 Questions assigns attributes to objects using machine learning and Bayesian inference, according to its project description.

12

dtreeviz

github.com/parrt/dtreevizOpen source
Also covers data science, machine learning, and open source · same kind of open-source project

Python library for decision tree visualization and model interpretation.

13

TabGAN

github.com/Diyago/Tabular-data-generationOpen source
Also covers machine learning, open source, and python · same kind of open-source project

This TabGAN repository reviews research on applying GANs to generate tabular data.

14

Modin

github.com/modin-project/modinOpen source
Also covers data science, open source, and python · same kind of open-source project

Modin scales Pandas data workflows by changing a single line of code in a project.

16

Optimus

github.com/hi-primus/optimusOpen source
Also covers data science and machine learning · same kind of open-source project

Optimus supports agile data preparation workflows across Pandas, Dask, cuDF, Vaex, and PySpark.

17

NALP

github.com/gugarosa/nalpOpen source
Also covers machine learning, open source, and python · same kind of open-source project

NALP covers Natural Adversarial Language Processing through a dedicated library.

19

nilearn

github.com/nilearn/nilearnOpen source
Also covers machine learning, open source, and python · same kind of open-source project

nilearn provides Python tools for machine learning and neuroimaging analysis.

20

AutoViz

github.com/AutoViML/AutoVizOpen source
Also covers machine learning, open source, and python · same kind of open-source project

AutoViz automatically creates visualizations for datasets of different sizes from a single line of code.

22

PySS3

github.com/sergioburdisso/pyss3Open source
Also covers machine learning, open source, and python · same kind of open-source project

PySS3 supports interpretable text classification with SS3 and visualization tools for explainable AI.

23

Sacred

github.com/IDSIA/sacredOpen source
Also covers machine learning, open source, and python · same kind of open-source project

A tool to help you configure, organize, log and reproduce experiments.

24

ELI5

github.com/eli5-org/eli5Open source
Also covers machine learning, open source, and python · same kind of open-source project

Python package which helps to debug machine learning classifiers and explain their predictions.

No alternatives match this filter.

Alternatives to similar tools

All alternatives
What is the best alternative to Snorkel?
Based on features, tags and platforms, the closest alternatives to Snorkel are TSFresh, Featuretools, and Feature Engine.
Are there open-source alternatives to Snorkel?
Yes: TSFresh, Featuretools, Feature Engine, and Intel® oneAPI Data Analytics Library.

Alternatives are suggested from the purpose and features described in our listings. Different pages for the same product appear once. Read each description to check whether it fits your task. How we choose alternatives · Suggest an alternative