Math for AI Examples
01_vector_matrix_ops.py
01_vector_matrix_ops.py
python
02_svd_pca.py
02_svd_pca.py
python
03_matrix_calculus_autograd.py
03_matrix_calculus_autograd.py
python
04_norms_regularization.py
04_norms_regularization.py
python
05_gradient_descent.py
05_gradient_descent.py
python
06_optimization_constrained.py
06_optimization_constrained.py
python
07_probability_distributions.py
07_probability_distributions.py
python
08_information_theory.py
08_information_theory.py
python
09_mcmc_sampling.py
09_mcmc_sampling.py
python
10_tensor_ops_einsum.py
10_tensor_ops_einsum.py
python
11_graph_spectral.py
11_graph_spectral.py
python
12_attention_math.py
12_attention_math.py
python
README.md
README.md
markdown