feat: pynabled

[NiklausParcell]

Bunch of nice python examples. Pretty simple in this stage, but python examples working nonetheless

[codecov]

Codecov Report

❌ Patch coverage is 87.47866% with 660 lines in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
crates/nabled-linalg/src/qr.rs	62.91%	135 Missing ⚠️
crates/nabled-linalg/src/cholesky.rs	57.39%	98 Missing ⚠️
crates/nabled-linalg/src/matrix_functions.rs	93.08%	91 Missing ⚠️
crates/nabled-ml/src/stats.rs	80.09%	82 Missing ⚠️
crates/nabled-linalg/src/svd.rs	85.71%	42 Missing ⚠️
crates/nabled-ml/src/pca.rs	94.32%	33 Missing ⚠️
crates/nabled-linalg/src/sylvester.rs	91.60%	32 Missing ⚠️
crates/nabled-linalg/src/orthogonalization.rs	81.64%	29 Missing ⚠️
crates/nabled-ml/src/iterative.rs	88.13%	28 Missing ⚠️
crates/nabled-linalg/src/sparse.rs	93.11%	23 Missing ⚠️
... and 10 more

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