- the repository is originally here, which is private repository.
- this page is for the description of my machine learning project.
- did not used pytorch, only mathmatics and numpy so that I can learn the basic mathmatics of what pytorch does.
- full documents
- did not used pytorch, only mathmatics and numpy so that I can learn the basic mathmatics of what pytorch does.
- full documents
3. plot the input data in blue and the polynomial approximations with varying degrees in red (p = 1, 2, 4, 8, 16, 32)
- did not used pytorch, only mathmatics and numpy so that I can learn the basic mathmatics of what pytorch does.
- full documents
4. plot the loss surface in 3-dimension surface where x-axis represents
, y-axis represents
and z-axis represents ![](https://camo.githubusercontent.com/d2ed65a4da14a96e0558b705cdf282b4e187e6392ab4675139e27d14de1fe49c/68747470733a2f2f6c617465782e636f6465636f67732e636f6d2f6769662e6c617465783f5c6d61746863616c7b4c7d)
- did not used pytorch, only mathmatics and numpy so that I can learn the basic mathmatics of what pytorch does.
- full documents
5. plot the optimal regression surface
in 3-dimensional space with a given set of data points superimposed
- did not used pytorch, only mathmatics and numpy so that I can learn the basic mathmatics of what pytorch does.
- full documents
- did not used pytorch, only mathmatics and numpy so that I can learn the basic mathmatics of what pytorch does.
- full documents
- did not used pytorch, only mathmatics and numpy so that I can learn the basic mathmatics of what pytorch does.
- full documents
- did not used pytorch, only mathmatics and numpy so that I can learn the basic mathmatics of what pytorch does.
- full documents
- did not used pytorch, only mathmatics and numpy so that I can learn the basic mathmatics of what pytorch does.
- full documents
- did not used pytorch, only mathmatics and numpy so that I can learn the basic mathmatics of what pytorch does.
- full documents
- did not used pytorch, only mathmatics and numpy so that I can learn the basic mathmatics of what pytorch does.
- full documents