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dsadvisor's Introduction

DSAdvisor

DSAdvisor< is a web tool to guide the user in the data processing steps for the correct pre-processing of the data in order to be used by machine learning models.

This entire verification process occurs openly for the user along with tutoring on the concepts covered in each step of the proposed guideline, the tool seeks to bring users closer to the concepts of Machine Learning and Data Mining.

Features:

  • Upload data (only CSV files so far)
  • Descriptive statistics on Datasets
  • Outliers Report
  • Normalization
  • Feature Selection
  • Resample Techniques
  • Run Models
  • Select Metrics
  • Results Representation
  • Guarantee Reproducibility

Requirements:

  • Linux ( UBUNTU )
  • Python 3
  • Install requirements.txt in the project folder with a properly Venv

dsadvisor's People

Contributors

augustocam95 avatar davidkviana avatar desapb avatar

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