Merge branch 'master' of github.com:fastai/fastbook

01_intro.ipynb

@@ -138,7 +138,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "They realised that a simplified model of a real neuron could be represented using simple addition and thresholdingas shown in <<neuron>>. Pitts was self-taught, and, by age 12, had received an offer to study at Cambridge with the great Bertrand Russell. He did not take up this invitation, and indeed throughout his life did not accept any offers of advanced degrees or positions of authority. Most of his famous work was done whilst he was homeless. Despite his lack of an officially recognized position, and increasing social isolation, his work with McCulloch was influential, and was picked up by a psychologist named Frank Rosenblatt."
+    "They realised that a simplified model of a real neuron could be represented using simple addition and thresholding as shown in <<neuron>>. Pitts was self-taught, and, by age 12, had received an offer to study at Cambridge with the great Bertrand Russell. He did not take up this invitation, and indeed throughout his life did not accept any offers of advanced degrees or positions of authority. Most of his famous work was done whilst he was homeless. Despite his lack of an officially recognized position, and increasing social isolation, his work with McCulloch was influential, and was picked up by a psychologist named Frank Rosenblatt."
    ]
   },
   {

22_conclusion.ipynb

@@ -34,9 +34,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "We've talked a lot in this book about the value of writing, whether it be code or prose. But perhaps you haven't quite written as much as you had hoped so far. That's okay! Now is a great chance to turn that around. You have a lot to say, at this point. Perhaps you have tried some experiments on a dataset which other people don't seem to have looked at in quite the same way — so tell the world about it! Or perhaps you are just curious to try out some ideas that you had been thinking about why you are reading; now is a great chance to turn those ideas into code.\n",
+    "We've talked a lot in this book about the value of writing, whether it be code or prose. But perhaps you haven't quite written as much as you had hoped so far. That's okay! Now is a great chance to turn that around. You have a lot to say, at this point. Perhaps you have tried some experiments on a dataset which other people don't seem to have looked at in quite the same way — so tell the world about it! Or perhaps you are just curious to try out some ideas that you had been thinking about while you were reading; now is a great chance to turn those ideas into code.\n",
     "\n",
-    "One fairly low-key place for your writing is the fast.ai forums at forums.fast.ai. You will find that the community there is very supportive and helpful, so please do drop by and let us know what you've been up to. Or see if you can answer a few questions for those folks who are earlier in their journey then you.\n",
+    "One fairly low-key place for your writing is the fast.ai forums at forums.fast.ai. You will find that the community there is very supportive and helpful, so please do drop by and let us know what you've been up to. Or see if you can answer a few questions for those folks who are earlier in their journey than you.\n",
     "\n",
     "And if you do have some success, big or small, in your deep learning journey, be sure to let us know! It's especially helpful if you post about it on the forums, because for others to learn about the successes of other students can be extremely motivating.\n",
     "\n",
@@ -46,7 +46,7 @@
     "\n",
     "If you are not in a geography where it's easy to get together with like-minded folks in person, drop by the forums, because there are lots of people always starting up virtual study groups. These generally involve a bunch of people getting together over video chat once every week or so, and discussing some deep learning topic.\n",
     "\n",
-    "Hopefully, by this point, you have a few little projects that you put together, and experiments that you've run. Our recommendation is generally to pick one of these and make it as good as you can. Really polish it up into the best piece of work that you can — something you really proud of. This will force you to go much deeper into a topic, which will really test out your understanding, and give you the opportunity to see what you can do when you really put your mind to it.\n",
+    "Hopefully, by this point, you have a few little projects that you put together, and experiments that you've run. Our recommendation is generally to pick one of these and make it as good as you can. Really polish it up into the best piece of work that you can — something you are really proud of. This will force you to go much deeper into a topic, which will really test out your understanding, and give you the opportunity to see what you can do when you really put your mind to it.\n",
     "\n",
     "Also, you may want to take a look at the fast.AI free online course which covers the same material as this book. Sometimes, seeing the same material in two different ways, can really help to crystallise the ideas. In fact, human learning researchers have found that this is one of the best ways to learn material — to see the same thing from different angles, described in different ways.\n",
     "\n",
@@ -69,6 +69,18 @@
    "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": "3.7.3"
   }
  },
  "nbformat": 4,