1
mlxtend
github.com/rasbt/mlxtendAlso covers data analysis, developer tools, and machine learning · same kind of open-source project
mlxtend adds helper modules for Python data analysis and machine learning libraries.
Alternatives
The Best astroML Alternatives in 2026
24 alternatives1 free · 20 open source
Looking for something like astroML? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 1 are free or have a free plan and 20 are open source.
AstroML provides Python tools for machine learning and data mining in astronomy.
Top picks at a glance
First suggestionmlxtendmlxtend adds helper modules for Python data analysis and…Free or freemium optionStreamlitPython developers can use Streamlit to build and share data…Open source optionA gallery of interesting IPython notebooksBrowse a gallery of interesting Jupyter notebooks on this…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | mlxtend | — | Not stated | — |
| 2 | A gallery of interesting IPython notebooks | — | Yes | — |
| 3 | Dora | — | Yes | — |
| 4 | DataPrep | — | Yes | — |
| 5 | Streamlit | Free | Yes | — |
| 6 | Microsoft ML for Apache Spark | — | Yes | — |
| 7 | Whylogs | — | Yes | — |
| 8 | Pandas | — | Not stated | Web |
| 9 | Vaex | — | Not stated | Web |
| 10 | Piperider | — | Yes | — |
All astroML alternatives
2
A gallery of interesting IPython notebooks
github.com/jupyter/jupyter/wiki/A-gallery-of-i…Open sourceAlso covers data analysis, developer tools, and machine learning · open source
Browse a gallery of interesting Jupyter notebooks on this project wiki, with examples from notebook users.
3
Also covers data analysis and developer tools · same kind of open-source project · open source
Exploratory data analysis in Python is the focus of Dora, a library with functions for cleaning, feature selection, visualization, and validation.
4
Also covers data analysis and developer tools · same kind of open-source project · open source
For Python data preparation, DataPrep offers an open-source low-code library to collect, clean, and visualize data.
5
Also covers data analysis and machine learning · same kind of open-source project · open source · free
Python developers can use Streamlit to build and share data applications.
6
Also covers developer tools and machine learning · same kind of open-source project · open source
SynapseML provides distributed machine learning algorithms for Spark through its Python library.
7
Also covers developer tools and machine learning · same kind of open-source project · open source
Machine learning pipelines can use whylogs, an open-source library for logging data quality and model performance.
8
Pandas
pandas.pydata.orgAlso covers data analysis and developer tools
The pandas project provides open-source Python tools for analyzing and manipulating data.
9
Vaex
vaex.ioAlso covers developer tools and machine learning
Vaex provides out-of-core DataFrames for Python to explore and visualize large tabular datasets, with support for machine learning workflows.
10
Also covers data analysis and developer tools · same kind of open-source project · open source
PipeRider provided code review tools for dbt data and has been superseded by Recce.
11
Also covers data analysis and developer tools · same kind of open-source project · open source
emcee provides a Python toolkit for affine-invariant Markov chain Monte Carlo sampling.
12
MultivariateStats
github.com/JuliaStats/MultivariateStats.jlAlso covers data analysis and developer tools · same kind of open-source project
MultivariateStats.jl provides Julia tools for multivariate statistics and data analysis, including dimension reduction.
13
Also covers data analysis and developer tools · same kind of open-source project · open source
statsmodels provides statistical modeling and econometrics tools in Python.
14
Also covers data analysis and machine learning · same kind of open-source project · open source
PyCM provides a Python library for working with multiclass confusion matrices.
15
Also covers developer tools and machine learning · same kind of open-source project · open source
The ml5.js project brings friendly machine learning tools to web projects.
16
Also covers developer tools and machine learning · same kind of open-source project · open source
The anneal project is a Go machine learning compiler with graph rewriting, autodiff, and a WebGPU backend.
17
Also covers developer tools and machine learning · same kind of open-source project · open source
The Pattern Recognition Toolbox provides MATLAB tools for pattern recognition and machine learning.
18
Also covers developer tools and machine learning · same kind of open-source project · open source
Netron displays neural network, deep learning, and machine learning models across formats such as ONNX, TensorFlow, and PyTorch.
19
Also covers developer tools and machine learning · same kind of open-source project · open source
Automatic machine learning, hyperparameter tuning, and pipeline abstractions are provided by the Neuraxle software library.
20
Also covers developer tools and machine learning · same kind of open-source project · open source
ONNX-Scala provides an API and backend for deep and classical machine learning in Scala.
21
Also covers developer tools and machine learning · same kind of open-source project · open source
Opyrator turns machine learning code into microservices with a web API and interactive interface.
22
Also covers developer tools and machine learning · same kind of open-source project · open source
Sparkling Water brings H2O machine learning functionality into an Apache Spark cluster.
23
Also covers developer tools and machine learning · same kind of open-source project · open source
For Go developers, GoLearn provides a collection of tools for machine learning.
24
Also covers developer tools and machine learning · same kind of open-source project · open source
Class-imbalanced machine learning is supported by imbalanced-ensemble, a toolbox for ensemble methods and datasets.
No alternatives match this filter.
Alternatives to similar tools
Streamlit24 alternativesPiperider24 alternativesmlxtend24 alternativesA gallery of interesting IPython notebooks24 alternativesDora24 alternativesDataPrep24 alternatives
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What is the best alternative to astroML?
Based on features, tags and platforms, the closest alternatives to astroML are mlxtend, A gallery of interesting IPython notebooks, and Dora.
Is there a free alternative to astroML?
Yes. Streamlit is free or offer a free plan.
Are there open-source alternatives to astroML?
Yes: A gallery of interesting IPython notebooks, Dora, DataPrep, and Streamlit.
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