Stan
mc-stan.orgStan provides software for Bayesian data analysis, including tools for sophisticated statistical modeling.
Looking for something like Dora? Here are 24 alternatives, ranked by how closely they match it on purpose, features and platforms. Of these, 12 are open source.
Exploratory data analysis in Python is the focus of Dora, a library with functions for cleaning, feature selection, visualization, and validation.
| # | Alternative | Pricing | Open source | Platforms |
|---|---|---|---|---|
| 1 | Stan | — | Not stated | Web |
| 2 | Pandas | — | Not stated | Web |
| 3 | emcee | — | Yes | — |
| 4 | BambooLib | — | Not stated | — |
| 5 | DataPrep | — | Yes | — |
| 6 | mlxtend | — | Not stated | — |
| 7 | MultivariateStats | — | Not stated | — |
| 8 | astroML | — | Not stated | Web |
| 9 | Piperider | — | Yes | — |
| 10 | statsmodels | — | Yes | — |
Stan provides software for Bayesian data analysis, including tools for sophisticated statistical modeling.
The pandas project provides open-source Python tools for analyzing and manipulating data.
emcee provides a Python toolkit for affine-invariant Markov chain Monte Carlo sampling.
bamboolib provides a graphical interface for working with Pandas DataFrames.
For Python data preparation, DataPrep offers an open-source low-code library to collect, clean, and visualize data.
mlxtend adds helper modules for Python data analysis and machine learning libraries.
MultivariateStats.jl provides Julia tools for multivariate statistics and data analysis, including dimension reduction.
AstroML provides Python tools for machine learning and data mining in astronomy.
PipeRider provided code review tools for dbt data and has been superseded by Recce.
statsmodels provides statistical modeling and econometrics tools in Python.
Analyze binary data and use pattern language or disassembly in ImHex, an open-source hex editor for reverse engineers and developers.
TextCL provides preprocessing tools for cleaning text data used in natural language processing tasks.
Interactive scientific visualization in Python is supported by VisPy, a library that uses OpenGL for rendering.
Browse a gallery of interesting Jupyter notebooks on this project wiki, with examples from notebook users.
Incanter provides statistical computing and graphics tools for Clojure.
The Cerberus library validates data in Python with a lightweight and extensible design.
TextBlob offers Python natural language processing tools, including tagging, noun phrase extraction, and sentiment analysis.
Polars provides a Rust query engine for DataFrames, with a Python interface for data work.
Wind data sources can be accessed from Python with windML, a framework built on NumPy, SciPy, scikit-learn, and Matplotlib.
Use Intake, a Python package, to find, load, and share data in data science projects.
imutils provides convenience functions for image operations such as rotation, resizing, and skeletonization.
Jupyter Notebook combines live code, equations, explanatory text, visualizations, and interactive computing in a web platform.
Python developers can use Zipline’s event-driven library to backtest algorithmic trading strategies.
A python library for doing approximate and phonetic matching of strings.
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