A list of software and papers related to automatic and fast Exploratory Data Analysis
☆433Apr 16, 2025Updated 10 months ago
Alternatives and similar repositories for autoEDA-resources
Users that are interested in autoEDA-resources are comparing it to the libraries listed below
Sorting:
- Automated exploratory data analysis☆82Jun 19, 2019Updated 6 years ago
- Automated Exploratory Data Analysis. Simplifying Data Exploration☆36Jun 20, 2020Updated 5 years ago
- LIME-like explanations with interpretable features based on Ceteris Paribus curves. Now on CRAN.☆14Sep 19, 2021Updated 4 years ago
- Pre-Modelling Analysis of the data, by doing various exploratory data analysis and Statistical Test.☆51Aug 17, 2023Updated 2 years ago
- Variable importance via oscillations☆14Sep 26, 2020Updated 5 years ago
- Automate Data Exploration and Treatment☆541Mar 3, 2026Updated last week
- Extensions for the DALEX package☆67Jan 14, 2026Updated last month
- 📍 Interactive Studio for Explanatory Model Analysis☆332Aug 31, 2023Updated 2 years ago
- ☆11Jun 18, 2024Updated last year
- Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Gra…☆1,886Jun 10, 2024Updated last year
- 🛠️ 📊 Tools for Exploring and Comparing Data Frames☆253Feb 9, 2026Updated last month
- Effects and Importances of Model Ingredients☆38Mar 15, 2023Updated 2 years ago
- Local Interpretable (Model-agnostic) Visual Explanations - model visualization for regression problems and tabular data based on LIME met…☆35Aug 21, 2019Updated 6 years ago
- Awesome Exploratory Data Analysis (EDA)☆23Sep 4, 2021Updated 4 years ago
- R Package for Interactive Panel Data Exploration☆161Apr 6, 2025Updated 11 months ago
- Summarise and explore Pandas DataFrames☆98Jul 3, 2020Updated 5 years ago
- tidy processing of biological sequences in R☆44Jan 8, 2025Updated last year
- Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.☆2,237Jun 27, 2024Updated last year
- Warsztaty Badawcze na MiNI Lato 2018/2019☆11Jun 16, 2019Updated 6 years ago
- moDel Agnostic Language for Exploration and eXplanation☆1,457Jan 20, 2026Updated last month
- Model verification, validation, and error analysis☆59Jan 9, 2024Updated 2 years ago
- Visualize and compare datasets, target values and associations, with one line of code.☆3,081Aug 6, 2024Updated last year
- 1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.☆13,411Mar 3, 2026Updated last week
- My personal toolbox, R package dipsaus, feel free to copy them☆15Updated this week
- Explanatory Model Analysis. Explore, Explain and Examine Predictive Models☆198Apr 14, 2024Updated last year
- Surrogate Assisted Feature Extraction in R☆28Aug 13, 2022Updated 3 years ago
- An Interactive R Tool for Classification Problems☆15Jan 16, 2018Updated 8 years ago
- vtreat is a data frame processor/conditioner that prepares real-world data for predictive modeling in a statistically sound manner. Distr…☆286Jan 9, 2025Updated last year
- Easy and thorough description of datasets☆118Updated this week
- Preliminary Exploratory Visualisation of Data☆460Oct 26, 2025Updated 4 months ago
- A graphical EDA tool☆14Jan 9, 2023Updated 3 years ago
- ☆29Mar 25, 2021Updated 4 years ago
- An R package for data screening☆143Apr 13, 2025Updated 10 months ago
- R package that makes basic data exploration radically simple (interactive data exploration, reproducible data science)☆242Dec 10, 2025Updated 3 months ago
- A Framework for Building Robust Shiny Apps☆936Feb 5, 2026Updated last month
- R package: funModeling: data cleaning, importance variable analysis and model perfomance☆100Feb 17, 2026Updated 2 weeks ago
- Short tutorial on knitr/markdown and JS visualization libraries googleVis and rCharts☆16Sep 19, 2013Updated 12 years ago
- Quickly make tables of descriptive statistics (i.e., counts, percentages, confidence intervals) for categorical variables. This package i…☆13Updated this week
- Tutorial Apps for Learning R☆18Dec 28, 2017Updated 8 years ago