Merge d27b447baf into 2c5db23a34

06_multicat.ipynb

@@ -922,7 +922,7 @@
    ],
    "source": [
     "x,y = to_cpu(dls.train.one_batch())\n",
-    "activs = learn.model(x)\n",
+    "activs = TensorBase(learn.model(x))\n",
     "activs.shape"
    ]
   },

09_tabular.ipynb

@@ -7,7 +7,8 @@
    "outputs": [],
    "source": [
     "#hide\n",
-    "! [ -e /content ] && pip install -Uqq fastbook kaggle waterfallcharts treeinterpreter dtreeviz\n",
+    "! [ -e /content ] && pip install -Uqq fastbook kaggle waterfallcharts dtreeviz\n",
+    "!pip install treeinterpreter\n",
     "import fastbook\n",
     "fastbook.setup_book()"
    ]
@@ -7664,7 +7665,7 @@
    "outputs": [],
    "source": [
     "#hide\n",
-    "# pip install —pre -f https://sklearn-nightly.scdn8.secure.raxcdn.com scikit-learn —U"
+    "# pip install --pre -f https://sklearn-nightly.scdn8.secure.raxcdn.com scikit-learn --upgrade"
    ]
   },
   {
@@ -8751,6 +8752,8 @@
     "\n",
     "from treeinterpreter import treeinterpreter\n",
     "from waterfall_chart import plot as waterfall"
+    
+    
    ]
   },
   {

11_midlevel_data.ipynb

@@ -153,9 +153,11 @@
     }
    ],
    "source": [
-    "tok = Tokenizer.from_folder(path)\n",
+    "spacy = WordTokenizer()\n",
+    "tok = Tokenizer(spacy)\n",
     "tok.setup(txts)\n",
     "toks = txts.map(tok)\n",
+    
     "toks[0]"
    ]
   },