ReferencesΒΆ
- CS 207 Lectures 9 and 10 (Autodifferentiation)
- AM 205 Lectures 2 (Splines)
- Elementary functions: https://en.wikipedia.org/wiki/Elementary_function
- Package distribution: https://packaging.python.org/tutorials/packaging-projects/
- Newton root finding (univariate): https://en.wikipedia.org/wiki/Newton%27s_method
- Newton root finding for \(\mathbb{R}^m \Rightarrow \mathbb{R}^1\): https://calculus.subwiki.org/wiki/Newton%27s_method_for_root-finding_for_a_vector-valued_function_of_a_vector_variable
- Gradient descent: https://en.wikipedia.org/wiki/Gradient_descent
- Dataset for predicting housing prices: http://cs229.stanford.edu