From 3cb9aca9bae03c1463025a8651f9d36b09d64f16 Mon Sep 17 00:00:00 2001 From: mhjensen Date: Sun, 4 Oct 2020 20:11:33 +0200 Subject: [PATCH] added update to week40 --- doc/pub/week40/html/._week40-bs000.html | 2 +- doc/pub/week40/html/._week40-bs001.html | 2 +- doc/pub/week40/html/week40-bs.html | 2 +- doc/pub/week40/html/week40-reveal.html | 4 +- doc/pub/week40/html/week40-solarized.html | 4 +- doc/pub/week40/html/week40.html | 4 +- doc/pub/week40/ipynb/ipynb-week40-src.tar.gz | Bin 191 -> 190 bytes doc/pub/week40/ipynb/week40.ipynb | 88 +++++++++++-------- 8 files changed, 60 insertions(+), 46 deletions(-) diff --git a/doc/pub/week40/html/._week40-bs000.html b/doc/pub/week40/html/._week40-bs000.html index 37a6339d7..4be7119e1 100644 --- a/doc/pub/week40/html/._week40-bs000.html +++ b/doc/pub/week40/html/._week40-bs000.html @@ -254,7 +254,7 @@ MathJax.Hub.Config({
[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University

-

Oct 2, 2020

+

Oct 4, 2020


diff --git a/doc/pub/week40/html/._week40-bs001.html b/doc/pub/week40/html/._week40-bs001.html index 62302be3b..f86cf0e1a 100644 --- a/doc/pub/week40/html/._week40-bs001.html +++ b/doc/pub/week40/html/._week40-bs001.html @@ -239,7 +239,7 @@ MathJax.Hub.Config({

Reading suggestions for both days: Aurelien Geron's chapter 10 and Hastie et al chapter 11. diff --git a/doc/pub/week40/html/week40-bs.html b/doc/pub/week40/html/week40-bs.html index 37a6339d7..4be7119e1 100644 --- a/doc/pub/week40/html/week40-bs.html +++ b/doc/pub/week40/html/week40-bs.html @@ -254,7 +254,7 @@ MathJax.Hub.Config({
[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University

-

Oct 2, 2020

+

Oct 4, 2020


diff --git a/doc/pub/week40/html/week40-reveal.html b/doc/pub/week40/html/week40-reveal.html index 7c4b8e136..f87e18c1d 100644 --- a/doc/pub/week40/html/week40-reveal.html +++ b/doc/pub/week40/html/week40-reveal.html @@ -148,7 +148,7 @@ MathJax.Hub.Config({

[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University

 
-

Oct 2, 2020

+

Oct 4, 2020


@@ -163,7 +163,7 @@ MathJax.Hub.Config({

diff --git a/doc/pub/week40/html/week40-solarized.html b/doc/pub/week40/html/week40-solarized.html index ac34e0b07..384aa97ae 100644 --- a/doc/pub/week40/html/week40-solarized.html +++ b/doc/pub/week40/html/week40-solarized.html @@ -186,7 +186,7 @@ MathJax.Hub.Config({

[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University

-

Oct 2, 2020

+

Oct 4, 2020












@@ -195,7 +195,7 @@ MathJax.Hub.Config({

Reading suggestions for both days: Aurelien Geron's chapter 10 and Hastie et al chapter 11. diff --git a/doc/pub/week40/html/week40.html b/doc/pub/week40/html/week40.html index 0bd2193f0..3f0dd9b0c 100644 --- a/doc/pub/week40/html/week40.html +++ b/doc/pub/week40/html/week40.html @@ -191,7 +191,7 @@ MathJax.Hub.Config({
[2] Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University

-

Oct 2, 2020

+

Oct 4, 2020












@@ -200,7 +200,7 @@ MathJax.Hub.Config({

Reading suggestions for both days: Aurelien Geron's chapter 10 and Hastie et al chapter 11. diff --git a/doc/pub/week40/ipynb/ipynb-week40-src.tar.gz b/doc/pub/week40/ipynb/ipynb-week40-src.tar.gz index 69a08dfbf8c87ea9961f390ab9dd40ad6f4db354..83b0897820afe18a7cd2baabd354807baad623b3 100644 GIT binary patch literal 190 zcmV;v073sBiwFQm5PDw#1MSbv3c@f92k@Qu6nTP?+I^e_J$MjAe1VQ-u1?$8cIe*T zeSn@6FGGa>E`LHoNcQXHYP*iy-37Bj#59g!$Sh69#KlyP7)yZhjHfX}h8ZB^Ji!2P zzLQ>B>xAh~sZOLUskd|eSXqA9Gra=O{1b;tTG;G5S7`-GJIb}L;YL))7|EtnITV`g s&;mo(RvH4KIuJ!6ozzO4!^Y^N5f>YUzkbH^JkR^u1CSV*%K!)f0Dym51ONa4 literal 191 zcmV;w06_mAiwFSA?si`Q1MSbv3c@f92k@Qu6nTQt+O<0idhj5K_yQfvT%ESF?a;lw z`v5&DUWN$$UH*iGknGpX)pniuyN_l=2oY%tLuP`HNfuK*qLc$=8RJ}Jj4~jUF~K4r z^PTk4IxlU1N_9f*P`{n)$I9} \n", "**Morten Hjorth-Jensen**, Department of Physics, University of Oslo and Department of Physics and Astronomy and National Superconducting Cyclotron Laboratory, Michigan State University\n", "\n", - "Date: **Oct 2, 2020**\n", + "Date: **Oct 4, 2020**\n", "\n", "Copyright 1999-2020, Morten Hjorth-Jensen. Released under CC Attribution-NonCommercial 4.0 license\n", "\n", @@ -21,7 +21,7 @@ "\n", "* Thursday: Stochastic Gradient descent with examples and automatic differentiation and begin Neural Networks. [Video of Lecture](https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober1.mp4?vrtx=view-as-webpage) \n", "\n", - "* Friday: Neural Networks, setting up the basic steps, from the simple perceptron model to the multi-layer perceptron model\n", + "* Friday: Neural Networks, setting up the basic steps, from the simple perceptron model to the multi-layer perceptron model. [Video of Lecture](https://www.uio.no/studier/emner/matnat/fys/FYS-STK4155/h20/forelesningsvideoer/LectureOctober2.mp4?vrtx=view-as-webpage) \n", "\n", "Reading suggestions for both days: [Aurelien Geron's chapter 10](https://github.com/CompPhysics/MachineLearning/blob/master/doc/Textbooks/TensorflowML.pdf) and Hastie et al chapter 11.\n", "For Stochastic Gradient Descent, we recommend chapter 4 of Geron's text. \n", @@ -142,7 +142,9 @@ { "cell_type": "code", "execution_count": 1, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import numpy as np \n", @@ -204,7 +206,9 @@ { "cell_type": "code", "execution_count": 2, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import numpy as np \n", @@ -243,7 +247,9 @@ { "cell_type": "code", "execution_count": 3, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "%matplotlib inline\n", @@ -798,7 +804,9 @@ { "cell_type": "code", "execution_count": 4, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import autograd.numpy as np\n", @@ -854,7 +862,9 @@ { "cell_type": "code", "execution_count": 5, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import autograd.numpy as np\n", @@ -890,7 +900,9 @@ { "cell_type": "code", "execution_count": 6, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import autograd.numpy as np\n", @@ -941,7 +953,9 @@ { "cell_type": "code", "execution_count": 7, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import autograd.numpy as np\n", @@ -981,7 +995,9 @@ { "cell_type": "code", "execution_count": 8, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import autograd.numpy as np\n", @@ -1013,7 +1029,9 @@ { "cell_type": "code", "execution_count": 9, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import autograd.numpy as np\n", @@ -1072,7 +1090,9 @@ { "cell_type": "code", "execution_count": 10, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import autograd.numpy as np\n", @@ -1096,7 +1116,9 @@ { "cell_type": "code", "execution_count": 11, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import autograd.numpy as np\n", @@ -1143,7 +1165,9 @@ { "cell_type": "code", "execution_count": 12, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import autograd.numpy as np\n", @@ -1171,7 +1195,9 @@ { "cell_type": "code", "execution_count": 13, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import autograd.numpy as np\n", @@ -1199,7 +1225,9 @@ { "cell_type": "code", "execution_count": 14, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "import autograd.numpy as np\n", @@ -1229,7 +1257,9 @@ { "cell_type": "code", "execution_count": 15, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "a += b\n", @@ -1822,7 +1852,9 @@ { "cell_type": "code", "execution_count": 16, - "metadata": {}, + "metadata": { + "collapsed": false + }, "outputs": [], "source": [ "\"\"\"The sigmoid function (or the logistic curve) is a \n", @@ -2530,25 +2562,7 @@ ] } ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.6.8" - } - }, + "metadata": {}, "nbformat": 4, "nbformat_minor": 4 }