Neural Networks Made Algebraic
![[R logo]](../../../doc/html/Rlogo.svg)
![[Up]](../../../doc/html/left.jpg)
![[Top]](../../../doc/html/up.jpg)
Documentation for package ‘nnR’ version 0.1.0
Help Pages
| %comp% | comp |
| %nn_sum% | nn_sum |
| %slm% | slm |
| %srm% | srm |
| %stk% | stk |
| A | This is an intermediate variable. See the reference |
| Aff | Aff |
| A_k | A_k: The function that returns the matrix A_k |
| B | This is an intermediate variable, see reference. |
| ck | The ck function |
| comp | comp |
| Cpy | Cpy |
| create_block_diagonal | Function for creating a block diagonal given two matrices. |
| create_nn | create_nn |
| Csn | Csn |
| C_k | C_k: The function that returns the C_k matrix |
| dep | dep |
| Etr | Etr |
| generate_random_matrix | Function to generate a random matrix with specified dimensions. |
| hid | hid |
| i | i |
| Id | : Id |
| inn | inn |
| inst | inst |
| is_nn | is_nn |
| lay | lay |
| MC | The MC neural network |
| Mxm | Mxm |
| nn_sum | nn_sum |
| Nrm | Nrm |
| out | out |
| param | param |
| Phi | The Phi function |
| Phi_k | The Phi_k function |
| Prd | Prd |
| Pwr | Pwr |
| ReLU | : ReLU |
| Sigmoid | : Sigmoid |
| slm | slm |
| Sne | Sne |
| Sqr | Sqr |
| srm | srm |
| stk | stk |
| Sum | Sum |
| Tanh | Tanh |
| Tay | The Tay function |
| Trp | Trp |
| Tun | Tun: The function that returns tunneling neural networks |
| view_nn | view_nn |
| Xpn | The Xpn function |