Welcome
Developer Guide
EDA
Correlation Analysis
Use this API for correlation analysis.

HCL MaxAI Workbench Documentation
Release Notes
Installation Guide
Developer Guide
- Overview
  To access the MaxAI Workbench REST API interface, use the following URL:
- Tracker
- API Status
  Use these APIs to get the status and set the status of the different types of API.
- Data Handler Overview
  Data Handler has four different APIs, and three of the APIs represent a different method uploading data.
- Training
  For Training, you can execute either of the generic training by using Train for pipeline API.
- Prediction
  The Prediction section lists APIs that are used for handling single prediction and batch prediction.
- Model Inference (beta)
- Download-model
  These APIs are used to download Python package, Docker container package, and Mlac.
- Monitoring
  Monitoring ML models checks for changes in data distribution ensuring that data is maintaining an acceptable level of variation.
- Xplain
  Explainability gives an explanation about Prediction and Model.
- Usecases
  Use the following APIs to retrieve the Use Case list, to delete use cases, and to retrieve the logs.
- EDA
  - Records
    Use this API to view the records.
  - Data Overview
    Use this API to check the data overview.
  - Correlation Analysis
    Use this API for correlation analysis.
  - Unsupervised Clustering
    Use this API to view the unsupervised clustering.
  - Data Distribution
    Use this API to view the Data Distribution.
  - Feature Importance
    Use this API to check feature importance.
  - Pair Graph
    Use this API to view the pair graph.
  - Fairness Metrics
    Use this API to view the fairness metrics.
  - Timeseries Analysis
    Use this API to view the timeseries analysis.
- AutoPilot
  This Autopilot Mode refers to a feature that allows users to build an automated model without direct human intervention.
- Data Generator
- Building Usecases with API
  To build a usecase or to train a model, complete the following steps:
MLAC User Guide
User Guide

Correlation Analysis

Use this API for correlation analysis.

Method

POST

Endpoint

/v1/aion/problemtype/eda/correlation_analysis

Request Parameters


data_location	Mandatory	Enter the path of the data file. This path is generated when you execute the Uploading Data by Browser API.

Click Execute.

Response Parameters

After clicking Execute, you get the following response:

Download_file