Add synthetic control tutorial + generate_synthetic_control_data generator #2397

Job	Run time
Pure Python Fallback	1h 27m 22s
Python Tests (ubuntu-latest, py3.14)	1h 4m 10s
Python Tests (ubuntu-24.04-arm, py3.14)	37m 16s
Python Tests (ubuntu-24.04-arm, py3.13)	36m 36s
Rust Unit Tests (ubuntu-latest)	1m 24s
Rust Unit Tests (windows-latest)	3m 5s
Rust Unit Tests (ubuntu-24.04-arm)	2m 40s
Python Tests (macos-latest, py3.14)	34m 29s
Python Tests (ubuntu-latest, py3.11)	1h 5m 36s
Python Tests (macos-latest, py3.11)	34m 31s
Python Tests (windows-latest, py3.13)	59m 35s
Rust Unit Tests (macos-latest)	1m 18s
Python Tests (windows-latest, py3.14)	1h 1m 10s
Python Tests (macos-latest, py3.13)	31m 52s
Python Tests (ubuntu-24.04-arm, py3.11)	40m 47s
Python Tests (ubuntu-latest, py3.13)	1h 4m 47s
Python Tests (windows-latest, py3.11)	59m 58s
	11h 26m 36s

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