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Include advanced statistical methods such as regression analysis, ANOVA, time series analysis, and hypothesis testing to enable deeper data insights.
No due date•0/6 issues closedObjective: Integrate basic machine learning algorithms for classification, regression, and clustering, along with features for hyperparameter tuning and model evaluation.
No due date•0/6 issues closedAdd NLP features to analyze textual data, including sentiment analysis, topic modeling, and text classification.
No due date•0/5 issues closedObjective: Implement automatic detection of data quality issues, focusing on inconsistencies, anomalies, and biases in datasets.
No due date•0/15 issues closedObjective: Develop functionalities for creating interactive dashboards and automated reports to facilitate data visualization and sharing insights with non-technical stakeholders.
No due date•0/14 issues closedObjective: Enable the toolkit to handle streaming data for real-time analysis, crucial for applications such as monitoring systems, financial markets, and IoT devices.
No due date•0/13 issues closedObjective: Allow users to create, save, and reuse custom data transformation pipelines across different projects to standardize data preprocessing steps.
No due date•0/12 issues closedObjective: Optimize the toolkit for performance by enabling parallel processing to efficiently handle large datasets.
No due date•0/12 issues closedObjective: Develop a graphical user interface (GUI) that makes the toolkit accessible to users who are not comfortable with coding.
No due date•0/15 issues closedObjective: Facilitate integration with cloud platforms such as AWS, Azure, and Google Cloud for data storage, processing, and analysis in a cloud environment.
No due date•0/15 issues closedObjective: Create a flexible architecture that allows other developers to easily add new features or integrations as plugins.
No due date•0/15 issues closedObjective: Provide detailed documentation and tutorials for all features, including real-world use case examples, to enhance accessibility and usability of the toolkit.
No due date•1/17 issues closedObjective: Expand the toolkit to support data import from various sources like Excel files, databases (SQL), and APIs, enabling automatic data integration.
No due date•18/29 issues closed