├── .github └── ISSUE_TEMPLATE │ └── bug_report.yml ├── .gitignore ├── CONTRIBUTING.md ├── LICENSE ├── README.md ├── lectures ├── 01-From-First-Principles │ ├── README.md │ ├── lecture_01_notebook.ipynb │ ├── lecture_01_solutions.ipynb │ └── supplementary │ │ ├── cheat_sheet.md │ │ ├── interactive_visualizations.ipynb │ │ ├── practice_problems.md │ │ └── quick_start.md ├── 01-Intro-and-Setup │ ├── README.md │ ├── lecture_01_notebook.ipynb │ ├── lecture_01_solutions.ipynb │ └── requirements.txt ├── 02-Dot-Product-and-Similarity │ ├── README.md │ ├── lecture_02_notebook.ipynb │ ├── lecture_02_solutions.ipynb │ └── requirements.txt └── 03-Vector-Spaces-and-Subspaces │ ├── lecture_03_notebook.ipynb │ ├── lecture_03_solutions.ipynb │ └── requirements.txt ├── modules ├── 01_foundations │ ├── 01_introduction │ │ ├── lecture.ipynb │ │ └── solutions.ipynb │ ├── 02_vectors_as_data │ │ └── lecture.ipynb │ ├── 03_dot_product │ │ └── lecture.ipynb │ ├── 04_spans_and_independence │ │ └── lecture.ipynb │ ├── 05_basis_and_coordinates │ │ └── lecture.ipynb │ ├── 06_norms_and_distances │ │ └── lecture.ipynb │ ├── 07_matrices_intro │ │ └── lecture.ipynb │ ├── 08_vector_calculus_preview │ │ └── lecture.ipynb │ └── README.md └── 03_advanced_topics │ └── 01_tensor_operations │ └── lecture.ipynb ├── notebooks └── 01_Vectors_and_Vector_Operations.ipynb ├── requirements.txt ├── resources ├── cheat_sheets │ ├── deep_learning_math.md │ ├── linear_algebra.md │ └── matrix_decompositions.md ├── guides │ └── nn_implementation.md ├── practice_problems │ ├── module1_2_problems.md │ └── module1_2_solutions.md └── visualizations │ ├── eigen_visualization.ipynb │ ├── matrix_transformations.ipynb │ └── tensor_neural_ops.ipynb └── supplementary_materials ├── cheat_sheets └── vector_operations.md ├── practice_problems └── vector_operations.ipynb └── visualizations └── interactive_vector_operations.ipynb /.github/ISSUE_TEMPLATE/bug_report.yml: 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