From 451ccc083234a2018a8fcb7a42a232de2411f1d8 Mon Sep 17 00:00:00 2001 From: udlbook <110402648+udlbook@users.noreply.github.com> Date: Tue, 23 Apr 2024 15:43:27 -0400 Subject: [PATCH 01/35] Created using Colab --- Notebooks/Chap07/7_3_Initialization.ipynb | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/Notebooks/Chap07/7_3_Initialization.ipynb b/Notebooks/Chap07/7_3_Initialization.ipynb index 673d273..fca1bfe 100644 --- a/Notebooks/Chap07/7_3_Initialization.ipynb +++ b/Notebooks/Chap07/7_3_Initialization.ipynb @@ -4,7 +4,6 @@ "metadata": { "colab": { "provenance": [], - "authorship_tag": "ABX9TyOaATWBrwVMylV1akcKtHjt", "include_colab_link": true }, "kernelspec": { @@ -250,7 +249,7 @@ "# Main backward pass routine\n", "def backward_pass(all_weights, all_biases, all_f, all_h, y):\n", " # Retrieve number of layers\n", - " K = all_weights\n", + " K = len(all_weights) - 1\n", "\n", " # We'll store the derivatives dl_dweights and dl_dbiases in lists as well\n", " all_dl_dweights = [None] * (K+1)\n", From c875fb0361717fec741300c63800ce73368439c3 Mon Sep 17 00:00:00 2001 From: udlbook <110402648+udlbook@users.noreply.github.com> Date: Tue, 23 Apr 2024 15:57:56 -0400 Subject: [PATCH 02/35] Added correct answer --- Notebooks/Chap15/15_2_Wasserstein_Distance.ipynb | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/Notebooks/Chap15/15_2_Wasserstein_Distance.ipynb b/Notebooks/Chap15/15_2_Wasserstein_Distance.ipynb index ff7724f..332b36f 100644 --- a/Notebooks/Chap15/15_2_Wasserstein_Distance.ipynb +++ b/Notebooks/Chap15/15_2_Wasserstein_Distance.ipynb @@ -218,7 +218,8 @@ "cell_type": "code", "source": [ "was = np.sum(TP * dist_mat)\n", - "print(\"Wasserstein distance = \", was)" + "print(\"Your Wasserstein distance = \", was)\n", + "print(\"Correct answer = 0.15148578811369506\")" ], "metadata": { "id": "yiQ_8j-Raq3c" From 46214f64bc314ee4f47c675fde1b7e581879f03d Mon Sep 17 00:00:00 2001 From: udlbook <110402648+udlbook@users.noreply.github.com> Date: Wed, 1 May 2024 09:45:28 -0400 Subject: [PATCH 03/35] Delete Old directory --- Old/index_old.html | 406 --------------------------------------------- Old/style.css | 23 --- 2 files changed, 429 deletions(-) delete mode 100644 Old/index_old.html delete mode 100644 Old/style.css diff --git a/Old/index_old.html b/Old/index_old.html deleted file mode 100644 index 88499c2..0000000 --- a/Old/index_old.html +++ /dev/null @@ -1,406 +0,0 @@ - - -
- -Download full PDF here -
2024-03-26. CC-BY-NC-ND license
- Instructor answer booklet available with proof of credentials via MIT Press.
-Request an exam/desk copy via MIT Press.
-Figures in PDF (vector) / SVG (vector) / Powerpoint (images): -
My slides for 20 lecture undergraduate deep learning course:
-Answers to selected questions: PDF -
-Python notebooks: (Early ones more thoroughly tested than later ones!)
- -
- @book{prince2023understanding,
- author = "Simon J.D. Prince",
- title = "Understanding Deep Learning",
- publisher = "MIT Press",
- year = 2023,
- url = "http://udlbook.com"
-}
-
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