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Orange
A component-based visual programming software package for data visualization, machine learning, data mining, and data analysis
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+ | Visual Programming | Create workflows by placing widgets on a canvas, connecting them, and loading datasets without coding. |
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+ | 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 |
System Requirements
Not available, but we appreciate help! You can help us improve this page by contacting us.
Written in
Python, Cython
Initial Release
10 October 1997
Alternatives
Machine Learning
Apache Mahout Apache Spark Apache MXNet Apache SystemDS Eclipse Deeplearning4j MALLET Massive Online Analysis (MOA) mlpack OpenCV PyTorch scikit-learn TensorFlow The Microsoft Cognitive Toolkit Torch Weka Yooreeka
Data Mining
ELKI Massive Online Analysis (MOA) OpenNN scikit-learn Weka Yooreeka
Data Analysis
pandas scikit-learn
Data Visualization
No alternative software available under 'Data Visualization' category.
Apache Mahout Apache Spark Apache MXNet Apache SystemDS Eclipse Deeplearning4j MALLET Massive Online Analysis (MOA) mlpack OpenCV PyTorch scikit-learn TensorFlow The Microsoft Cognitive Toolkit Torch Weka Yooreeka
Data Mining
ELKI Massive Online Analysis (MOA) OpenNN scikit-learn Weka Yooreeka
Data Analysis
pandas scikit-learn
Data Visualization
No alternative software available under 'Data Visualization' category.