1
Also covers data analysis, data science, and machine learning · same kind of open-source project · free
Python developers can use Streamlit to build and share data applications.
Alternatives
The Best PyCM Alternatives in 2026
24 alternatives1 free · 18 open source
Looking for something like PyCM? 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 18 are open source.
PyCM provides a Python library for working with multiclass confusion matrices.
Top picks at a glance
First suggestionStreamlitPython developers can use Streamlit to build and share data…Another optionmlxtendmlxtend adds helper modules for Python data analysis and…
Quick comparison
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Streamlit | Free | Yes | — |
| 2 | mlxtend | — | Not stated | — |
| 3 | Hamilton | — | Yes | — |
| 4 | DataPrep | — | Yes | — |
| 5 | statsmodels | — | Yes | — |
| 6 | Piperider | — | Yes | — |
| 7 | astroML | — | Not stated | Web |
| 8 | Microsoft ML for Apache Spark | — | Yes | — |
| 9 | gensim | — | Yes | — |
| 10 | Whylogs | — | Yes | — |
All PyCM alternatives
2
mlxtend
github.com/rasbt/mlxtendAlso covers data analysis, data science, and machine learning · same kind of open-source project
mlxtend adds helper modules for Python data analysis and machine learning libraries.
3
Also covers data analysis, data science, and machine learning · same kind of open-source project
Apache Hamilton helps teams build modular, testable dataflows with lineage and metadata.
4
Also covers data analysis and data science · same kind of open-source project
For Python data preparation, DataPrep offers an open-source low-code library to collect, clean, and visualize data.
5
Also covers data analysis and data science · same kind of open-source project
statsmodels provides statistical modeling and econometrics tools in Python.
6
Also covers data analysis and data science · same kind of open-source project
PipeRider provided code review tools for dbt data and has been superseded by Recce.
7
astroML
astroml.orgAlso covers data analysis and machine learning · same kind of open-source project
AstroML provides Python tools for machine learning and data mining in astronomy.
8
Also covers data science and machine learning · same kind of open-source project
SynapseML provides distributed machine learning algorithms for Spark through its Python library.
9
Also covers data science and machine learning · same kind of open-source project
Python developers can use gensim for topic modeling and related natural language processing tasks.
10
Also covers data science and machine learning · same kind of open-source project
Machine learning pipelines can use whylogs, an open-source library for logging data quality and model performance.
11
Also covers data science and machine learning · same kind of open-source project
The Geni project provides a Clojure dataframe library that runs on Apache Spark.
12
Also covers data science and machine learning · same kind of open-source project
jSciPy provides Java scientific computing tools for signal processing, FFT, filtering, power spectral density, and DCT.
13
Also covers data science and machine learning · same kind of open-source project
For machine learning pipelines, Upgini searches and enriches data with features from public and commercial sources.
14
Also covers data science and machine learning · same kind of open-source project
Weights & Biases supports model training, fine tuning, and management from experimentation through production.
15
Also covers data science and machine learning · same kind of open-source project
Class-imbalanced machine learning is supported by imbalanced-ensemble, a toolbox for ensemble methods and datasets.
16
A gallery of interesting IPython notebooks
github.com/jupyter/jupyter/wiki/A-gallery-of-i…Open sourceAlso covers data analysis and machine learning
Browse a gallery of interesting Jupyter notebooks on this project wiki, with examples from notebook users.
17
BambooLib
github.com/tkrabel/bamboolibAlso covers data analysis · same kind of open-source project
bamboolib provides a graphical interface for working with Pandas DataFrames.
18
DataDeps
github.com/oxinabox/DataDeps.jlAlso covers data science · same kind of open-source project
DataDeps.jl provides reproducible data setup for scientific work, with a Julia package for fetching and using data dependencies.
19
Also covers data analysis · same kind of open-source project
Exploratory data analysis in Python is the focus of Dora, a library with functions for cleaning, feature selection, visualization, and validation.
20
Also covers data analysis · same kind of open-source project
emcee provides a Python toolkit for affine-invariant Markov chain Monte Carlo sampling.
21
Also covers data science · same kind of open-source project
Python developers can use Dash to build data apps and dashboards without requiring JavaScript.
22
Pandas
pandas.pydata.orgAlso covers data analysis
The pandas project provides open-source Python tools for analyzing and manipulating data.
23
MultivariateStats
github.com/JuliaStats/MultivariateStats.jlAlso covers data analysis · same kind of open-source project
MultivariateStats.jl provides Julia tools for multivariate statistics and data analysis, including dimension reduction.
24
Also covers data science · same kind of open-source project
AWS Data Wrangler connects Pandas with AWS data services and databases, including Athena, Glue, Redshift, and S3.
No alternatives match this filter.
Alternatives to similar tools
Streamlit24 alternativesAWS Data Wrangler24 alternativesPiperider24 alternativesDash24 alternativesimbalanced-ensemble24 alternativesMultivariateStats24 alternatives
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What is the best alternative to PyCM?
Based on features, tags and platforms, the closest alternatives to PyCM are Streamlit, mlxtend, and Hamilton.
Is there a free alternative to PyCM?
Yes. Streamlit is free or offer a free plan.
Are there open-source alternatives to PyCM?
Yes: Streamlit, Hamilton, DataPrep, and statsmodels.
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