@datagrok/eda
v1.2.8
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Exploratory Data Analysis Tools
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EDA
EDA is a package for the Datagrok platform. It provides the following exploratory data analysis and machine learning tools:
- Dimensionality reduction
- Multivariate analysis
- Partial least squares regression (PLS)
- Supervised machine learning
- Least-squares support vector machine (LS-SVM)
- Linear regression
- Softmax classifier
- PLS regression
- Gradient Boosting
- Analysis of variances (ANOVA)
- One-way ANOVA (link)
- Missing data imputation
- k-nearest neighbors method (KNN)