Orange

A component-based visual programming software package for data visualization, machine learning, data mining, and data analysis

4.6

5 ·⚖️ Free · Open

Features & Limitations

+	Visual Programming	Create workflows by placing widgets on a canvas, connecting them, and loading datasets without coding.
+	Interactive Data Visualization	Explore statistical distributions, box plots, scatter plots, decision trees, and more.
+	Machine Learning Widgets	Train predictors, compare learning algorithms, and perform regression and classification tasks.
+	Data Preprocessing	Provides tools for cleaning, transforming, and selecting features. Select features, handle missing values, and preprocess data.
+	Predictive Analytics Models	Build models using testing and training data.
+	Regression Analysis	Perform regression tasks
+	Classifier Building	Create classifiers for predictive modeling.
+	Data Import & Export	Import data from various sources (CSV, databases) and export results in different formats
+	Data Validation	Tools to identify and handle data inconsistencies and errors
+	Scalability	Handle large datasets efficiently
+	Python Scripting	Users might benefit from the option to integrate Python scripting for more complex tasks

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Python, Cython

10 October 1997