Orange

What is Orange?

Orange is a comprehensive, open-source data mining and machine learning suite that empowers users with a visual programming approach to data analysis and interactive visualization. Featuring a wide range of functionalities, this cross-platform solution enables both novice and expert users to effectively manage, preprocess, explore, and model data through intuitive workflow construction

Highlights

• Visual programming interface for building data analysis workflows without coding
• Broad toolbox of data mining and machine learning capabilities, including decision trees, heatmaps, scatter plots, statistical distributions, and more
• Twitter data analysis tool for retrieving, preprocessing, and discovering latent topics using topic modeling
• Cross-validation and confusion matrix tools to identify and highlight misclassified data
• Automated widget suggestions to streamline workflow creation
• Deep-network embedding for image analytics on a centralized platform
• Receiver operating characteristics (ROC) analysis, model-based feature scoring, and multidimensional scaling functionalities