JobSlayer-Alpha

Version 0.1.3 Release:

• Minor bug fixes
• Added data caching
• Included new test cases
• Introduced workflow improvements for enhanced performance and reliability

JobSlayer-Alpha

PCA is Working Fine now!

JobSlayer-Alpha

Bug Fixes

JobSlayer-Alpha

Features

Streamlined Data Processing:

• Handle missing data.
• Encode categorical variables.
• Scale your data for modeling.

Exploratory Data Analysis:

• Generate correlation heatmaps.
• Create distribution plots.
• Perform component analysis.

Reduced Dimensionality Visualization:

• Visualize data in 2D and 3D with t-SNE and UMAP techniques.

Model Selection:

• Choose from various machine learning models.
• Conduct model evaluation.
• Perform Comparative Analysis.

Plot Generation:

• Generate regression plots, confusion matrices, and ROC curves.

User-Friendly Interface:

• Upload data easily.
• Select target columns and customize data preprocessing.
• Choose between regression and classification tasks.
• Configure evaluation metrics.
• Compare and evaluate models efficiently.
• Access dimensionality reduction techniques.