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ML/AI Technical Evaluation - Environment Setup

Thanks for interviewing with us! To make the most of our time together, please set up your development environment beforehand.

Requirements

  • Python 3.12+
  • The following Python packages:
    • torch
    • numpy
    • pandas
    • scikit-learn
    • matplotlib

Setup

Install the required packages:

pip install torch numpy pandas scikit-learn matplotlib

Or if you already have the project:

pip install -r requirements.txt

Verify

Run the following to confirm everything is installed correctly:

python -c "import torch; import numpy; import pandas; import sklearn; import matplotlib; print('All packages installed successfully')"

You should see: All packages installed successfully

Notes

  • A virtual environment is recommended but not required.
  • GPU support is not required — CPU is fine.
  • We will provide the project code at the start of the session.