fixes #379

timeseriesAI · Jan 23, 2022 · 683aad4 · 683aad4
1 parent d00fab4
commit 683aad4
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Showing 20 changed files with 1,368 additions and 454 deletions.
diff --git a/nbs/000_export.ipynb b/nbs/000_export.ipynb
@@ -396,7 +396,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "000_export.ipynb saved at 2021-12-09 07:33:41.\n",
+      "000_export.ipynb saved at 2022-01-23 14:52:09.\n",
       "000_export.ipynb converted to /Users/nacho/notebooks/tsai/nbs/000_export.py\n",
       "000_export.ipynb converted to 000_export.py\n",
       "000_export.ipynb converted to ../nbs/000_export.py\n"
@@ -418,7 +418,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "000_export.ipynb saved at 2021-12-09 07:33:44.\n",
+      "000_export.ipynb saved at 2022-01-23 14:52:12.\n",
       "000_export.ipynb converted to ../test_export/000_export.py\n"
      ]
     }
@@ -468,7 +468,50 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "application/javascript": [
+       "IPython.notebook.save_checkpoint();"
+      ],
+      "text/plain": [
+       "<IPython.core.display.Javascript object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "000_export.ipynb saved at 2022-01-23 14:52:17.\n",
+      "Converted 000_export.ipynb.\n",
+      "\n",
+      "\n",
+      "Correct conversion! 😃\n",
+      "Total time elapsed 0.026 s\n",
+      "Sunday 23/01/22 14:52:21 CET\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "\n",
+       "                <audio  controls=\"controls\" autoplay=\"autoplay\">\n",
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+       "                    Your browser does not support the audio element.\n",
+       "                </audio>\n",
+       "              "
+      ],
+      "text/plain": [
+       "<IPython.lib.display.Audio object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "#hide\n",
     "from tsai.imports import create_scripts\n",
@@ -480,7 +523,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   }

diff --git a/nbs/001_utils.ipynb b/nbs/001_utils.ipynb
diff --git a/nbs/010_data.validation.ipynb b/nbs/010_data.validation.ipynb
diff --git a/nbs/012_data.external.ipynb b/nbs/012_data.external.ipynb
diff --git a/nbs/013_data.core.ipynb b/nbs/013_data.core.ipynb
diff --git a/nbs/052a_inference.ipynb b/nbs/052a_inference.ipynb
@@ -117,9 +117,9 @@
       "text/plain": [
        "(TSTensor(vars:30, len:4, device=cpu),\n",
        " None,\n",
-       " array(['4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4',\n",
-       "        '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4',\n",
-       "        '4', '4', '4', '4'], dtype='<U1'))"
+       " array(['2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2',\n",
+       "        '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2',\n",
+       "        '2', '2', '2', '2'], dtype='<U1'))"
       ]
      },
      "execution_count": null,
@@ -153,9 +153,9 @@
        "(TSTensor(vars:30, len:4, device=cpu),\n",
        " TensorCategory([0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3,\n",
        "         3, 3, 3, 3, 3, 3]),\n",
-       " array(['4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4',\n",
-       "        '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4',\n",
-       "        '4', '4', '4', '4'], dtype='<U1'))"
+       " array(['2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2',\n",
+       "        '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2',\n",
+       "        '2', '2', '2', '2'], dtype='<U1'))"
       ]
      },
      "execution_count": null,
@@ -189,13 +189,13 @@
        "(TSTensor(vars:30, len:4, device=cpu),\n",
        " TensorCategory([0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 2, 2, 2, 2, 3, 3, 3, 3, 3, 3,\n",
        "         3, 3, 3, 3, 3, 3]),\n",
-       " array(['4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4',\n",
-       "        '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4', '4',\n",
-       "        '4', '4', '4', '4'], dtype='<U1'),\n",
-       " TensorBase([1.4298, 1.4298, 1.4298, 1.4298, 1.4298, 1.4277, 1.4277, 1.4277, 1.4277,\n",
-       "         1.4277, 1.4278, 1.4277, 1.4277, 1.4277, 1.3628, 1.3634, 1.3630, 1.3630,\n",
-       "         1.3286, 1.3286, 1.3285, 1.3285, 1.3285, 1.3286, 1.3284, 1.3286, 1.3284,\n",
-       "         1.3285, 1.3283, 1.3286]))"
+       " array(['2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2',\n",
+       "        '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2', '2',\n",
+       "        '2', '2', '2', '2'], dtype='<U1'),\n",
+       " TensorBase([1.4478, 1.4478, 1.4480, 1.4479, 1.4479, 1.2672, 1.2672, 1.2671, 1.2671,\n",
+       "         1.2672, 1.2671, 1.2669, 1.2672, 1.2671, 1.4285, 1.4285, 1.4285, 1.4286,\n",
+       "         1.4121, 1.4121, 1.4122, 1.4121, 1.4122, 1.4121, 1.4122, 1.4122, 1.4122,\n",
+       "         1.4121, 1.4122, 1.4120]))"
       ]
      },
      "execution_count": null,
@@ -225,50 +225,7 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "application/javascript": [
-       "IPython.notebook.save_checkpoint();"
-      ],
-      "text/plain": [
-       "<IPython.core.display.Javascript object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "052a_inference.ipynb saved at 2021-12-28 21:29:34.\n",
-      "Converted 052a_inference.ipynb.\n",
-      "\n",
-      "\n",
-      "Correct conversion! 😃\n",
-      "Total time elapsed 0.097 s\n",
-      "Tuesday 28/12/21 21:29:37 CET\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "                <audio  controls=\"controls\" autoplay=\"autoplay\">\n",
-       "                    <source src=\"data:audio/wav;base64,UklGRvQHAABXQVZFZm10IBAAAAABAAEAECcAACBOAAACABAAZGF0YdAHAAAAAPF/iPh/gOoOon6w6ayCoR2ZeyfbjobxK+F2Hs0XjKc5i3DGvzaTlEaraE+zz5uLUl9f46fHpWJdxVSrnfmw8mYEScqUP70cb0Q8X41uysJ1si6Eh1jYzXp9IE2DzOYsftYRyoCY9dJ/8QICgIcEun8D9PmAaBPlfT7lq4MFIlh61tYPiCswIHX+yBaOqT1QbuW7qpVQSv9lu6+xnvRVSlyopAypbGBTUdSalrSTaUBFYpInwUpxOzhti5TOdndyKhCGrdwAfBUcXIJB69p+Vw1egB76+n9q/h6ADglbf4LvnIHfF/981ODThF4m8HiS0riJVjQ6c+/EOZCYQfJrGrhBmPVNMmNArLKhQlkXWYqhbaxXY8ZNHphLuBJsZUEckCTFVHMgNKGJytIDeSUmw4QN4Qx9pReTgb3vYX/TCBuApf75f+P5Y4CRDdN+B+tngk8c8nt03CKGqipgd13OhotwOC5x9MCAknFFcmlmtPmagFFFYOCo0qRzXMhVi57pryNmIEqJlRi8bm52PfuNM8k4dfQv+4cO12l6zCGdg3jl730uE/KAPvS+f0wEAoAsA89/XfXQgBESIn6S5luDtiC8eh/YmIfpLqt1OMp5jXg8/24MveqUNUnPZsqw0Z3yVDldnaUOqIZfXlKrm36zzWhjRhaT+r+ncHI5/otUzfd2uSt7hl/bqXtoHaCC6+mqfrAOeoDD+PJ/xf8RgLMHfH/b8GeBihZIfSXidoQSJWB52NM1iRkzz3MkxpKPbUCrbDu5d5fgTAxkSK3JoEhYD1p2omere2LZTuqYLbdWa49Cx5Dww7tyXDUnioXRkHhwJyKFvd/AfPoYy4Fl7j1/LQorgEr9/X89+0qAOAwAf13sJoL8Gkd8wt25hWIp3Heez/eKODfPcSPCzpFNRDVqf7UlmnNQKGHgqd+jgVvJVm2f265QZTpLS5byur1tpT6ajvrHq3Q2MXWIxtUCehoj8YMk5LB9hRQegeTypn+nBQWA0QHgf7f2q4C5EFt+5ucOg2YfHXtq2SSHpS0ydnTL4IxFO6pvNb4ulBdInWfcsfSc7VMmXpSmE6eeXmZThJxpsgRohEfOk86+AHCoOpOMFsx1dv8s6oYT2k17uR7ngpXod34IEJqAaPfnfyABCIBZBpl/NPI2gTQVjX134x2ExSPMeR7VtYjZMWJ0W8ftjkA/YW1durCWykvjZFKu4p9LVwVbZKNkqpxh6U+6mRC2mGq2Q3SRvsIgcpc2sIpD0Bp4uiiFhW3ecXxOGgaCDe0Vf4cLPoDv+/5/mfw1gN4KKX+17emBqBmYfBHfVYUZKFR44NBtiv41bHJUwx+RJkP1apu2VJlkTwli4qrwoo1ax1dToNCtemRSTBGXz7kJbdM/PY/Dxht0dTLziH7Ul3loJEiE0uJsfdsVTYGL8Yt/AgcMgHYA7X8S+IqAYA+QfjzpxIIVHnp7tdqzhmAstXaxzEqMETpScGC/dJP3Rmdo8LIZnOVSEF+Opxumsl1sVF+dVrE5Z6NIiZSkvVdv2zsqjdnK8HVDLlyHyNjuegogM4NA5z9+YRG9gA722H97AgOA/gSyf43zCIHdE899yuTIg3ciNXpm1jmImTDwdJPITI4RPhRugbvslbFKt2Vfr/6eTFb4W1WkY6m6YPdQjJr2tNZp3EQlko7BgXHRNz2LAc+gdwMq7IUf3R58ohtFgrbr6n7hDFWAlPr8f/T9I4CECU9/De+vgVQY5nxh4POEzybJeCTS5YnCNAZzhsRzkP1Bsmu4t4aYU07nYuerA6KWWcJYO6HHrKJjaE3Zl624UWz/QOOPjcWHc7QzdIk40yl5tCWjhIDhJX0xF4CBMvBsf10IF4Ac//Z/bPlsgAcOwn6S6n6CwxzUewLcRoYaKzV38M23i9o493CNwL6S1UUuaQe0QpvbUfdfiqglpcRccFU+nkWwambASUiVfLyqbg49xY2eyWh1hy/Sh37XjHpaIYKD7OUEfrgS5IC09MV/1gMBgKMDyH/n9N6AhhINfh7mdoMoIZt6r9fAh1cvfHXNya6N4DzDbqi8K5WWSYlmbbAdnkpV6FxJpWSo1V8DUmGb3rMRaQBG2JJgwN9wCDnNi8HNI3dKK1aG0dvHe/UciIJf6rt+Og5wgDn59X9P/xWAKQhxf2XweYH+FjB9suGVhIMlOnlo02GJhTOdc7vFyo/TQGxs2Li7lz9NwmPurBihnVi7WSWiwKvGYntOpJiOt5drKUKMkFnE8HLxNPmJ9NG4eP8mAYUv4Np8hhi3gdruSX+3CSWAwP38f8f6UoCuDPF+6Os8gnAbKnxQ3d2F0imydzDPKIuiN5lxu8EKkrFE82kftW2az1DbYImpMqTUW3FWIJ83r5hl2koJlla7+m0+PmSOZcjcdMgwS4g11iZ6qCLUg5jkxn0QFA6BWvOvfzEFBIBHAtp/Qfa3gC4RSH5y5yeD2B/8evnYS4cULgR2CMsUja47cG/QvW6UeEhXZ3+xP51GVNVdP6Zpp+1eDFM5nMeySWghR4+TNL85cD46YIyCzKJ2kCzEhoTabXtGHs+CCemJfpMPjoDe9+t/qQALgM8Gj3++8UaBqRV2fQTjO4Q3JKd5r9TgiEYyMHTxxiWPpz8jbfq585YpTJpk960xoKFXsVoTo7yq6GGMTw==\" type=\"audio/wav\" />\n",
-       "                    Your browser does not support the audio element.\n",
-       "                </audio>\n",
-       "              "
-      ],
-      "text/plain": [
-       "<IPython.lib.display.Audio object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "#hide\n",
     "from tsai.imports import create_scripts\n",

diff --git a/nbs/052b_analysis.ipynb b/nbs/052b_analysis.ipynb