1212 Machine-Learning-with-Python/Synthetic_data_generation at master · pobbyleesh/Machine-Learning-with-Python · GitHub

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GMM_generator.ipynb		GMM_generator.ipynb
Readme.md		Readme.md
Scikit-learn-data-generation.ipynb		Scikit-learn-data-generation.ipynb
Symbolic_regression_classification_generator.py		Symbolic_regression_classification_generator.py
Synth_Time_series.ipynb		Synth_Time_series.ipynb
Synthetic-Data-Generation.ipynb		Synthetic-Data-Generation.ipynb

Readme.md

Synthetic dataset generation

Read my article on Medium about synthetic data generation and why it is critical for self-driven data science

Synthetic data set for regression, classification, and clustering using scikit-learn functions

Synthetic random regression and classification problems using symbolic expressions (using `sympy` package)

Synthetic categorical data (name, address, phone number, office title, license plate etc.) generation usinf `pydbgen` package