SynPro: Advanced synthetic tabular data generation.
Project description
SynPro 🔥
SynPro is an advanced synthetic data generation library that helps you produce realistic synthetic tabular data for data science tasks using state-of-the-art GAN methods.
Features 🚀
- ✅ Easy-to-use API
- ✅ Supports conditional data generation
- ✅ Multiple advanced GAN losses (WGAN-GP, R1, Hinge)
- ✅ Mixed-precision training for faster GPU training
- ✅ Spectral normalization for stable training
Installation ⚙️
pip install synpro
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