🧠 Tabular Deep Learning

🚀 Project Setup

Clone the repository with submodules and run the setup script:

git clone --recursive git@github.com:KhrTim/tabular_deep_learning.git
cd tabular_deep_learning
chmod +x setup_project.sh
./setup_project.sh

conda activate talent
pip install -e TALENT

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📦 Usage

Run the main script with your desired config file:

python model_level_parallel_execution.py <config.yaml>

🔧 Examples

# Run all models with MLflow logging
python model_level_parallel_execution.py all_models_run.yaml

# Run in evaluation mode, log results to CSV (no MLflow)
python model_level_parallel_execution.py save_logs_to_csv.yaml

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⚠️ Multi-GPU Support

🚧 Note: Multi-GPU execution is under development and currently disabled.

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📝 License

This project is open-source and available under the MIT License.