dr_domi/udlbook
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Created using Colaboratory

Browse Source
This commit is contained in:
udlbook
2023-11-24 09:01:15 +00:00
parent 5c10091b48
commit 41d99cf6d3
1 changed files with 2 additions and 2 deletions
Download Patch File Download Diff File Expand all files Collapse all files

4
CM20315_2023/CM20315_Coursework_V_2023.ipynb
View File

@@ -4,7 +4,7 @@
"metadata": { "metadata": {
"colab": { "colab": {
"provenance": [], "provenance": [],
"authorship_tag": "ABX9TyMefHiXT66jeGtKCx2LUwlp", "authorship_tag": "ABX9TyN7KaQQ63bf52r+b5as0MkK",
"include_colab_link": true "include_colab_link": true
}, },
"kernelspec": { "kernelspec": {
@@ -55,7 +55,7 @@
"with parameters $\\boldsymbol\\phi=\\{\\beta_0,\\omega_0,\\beta_1,\\omega_1,\\beta_2,\\omega_2,\\beta_3,\\omega_3\\}$, where\n", "with parameters $\\boldsymbol\\phi=\\{\\beta_0,\\omega_0,\\beta_1,\\omega_1,\\beta_2,\\omega_2,\\beta_3,\\omega_3\\}$, where\n",
"\n", "\n",
"\\begin{equation}\n", "\\begin{equation}\n",
"\\mbox{PReLU}[\\gamma, z] = \\begin{cases} \\gamma\\cdot z & \\quad z <0 \\\\ z & \\quad z\\geq 0\\end{cases}.\n", "\\mbox{PReLU}[\\gamma, z] = \\begin{cases} \\gamma\\cdot z & \\quad z \\leq0 \\\\ z & \\quad z> 0\\end{cases}.\n",
"\\end{equation}\n", "\\end{equation}\n",
"\n", "\n",
"Suppose that we have a binary cross-entropy loss function (equation 5.20 from the book):\n", "Suppose that we have a binary cross-entropy loss function (equation 5.20 from the book):\n",