Spaces:
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Running
Reduce length of DL part of tutorial
Browse files- examples/pysr_demo.ipynb +2 -2
examples/pysr_demo.ipynb
CHANGED
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@@ -1064,7 +1064,7 @@
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| 1064 |
"outputs": [],
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| 1065 |
"source": [
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| 1066 |
"hidden = 128\n",
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| 1067 |
-
"total_steps =
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| 1068 |
"\n",
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| 1069 |
"\n",
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| 1070 |
"def mlp(size_in, size_out, act=nn.ReLU):\n",
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@@ -1284,7 +1284,7 @@
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| 1284 |
"np.random.seed(1)\n",
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| 1285 |
"tmpX = X_for_pysr.detach().numpy().reshape(-1, 5)\n",
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| 1286 |
"tmpy = y_i_for_pysr.detach().numpy().reshape(-1)\n",
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| 1287 |
-
"idx2 = np.random.randint(0, tmpy.shape[0], size=
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| 1288 |
"\n",
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| 1289 |
"model = PySRRegressor(\n",
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| 1290 |
" niterations=20,\n",
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| 1064 |
"outputs": [],
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| 1065 |
"source": [
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| 1066 |
"hidden = 128\n",
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| 1067 |
+
"total_steps = 10_000\n",
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| 1068 |
"\n",
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| 1069 |
"\n",
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| 1070 |
"def mlp(size_in, size_out, act=nn.ReLU):\n",
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| 1284 |
"np.random.seed(1)\n",
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| 1285 |
"tmpX = X_for_pysr.detach().numpy().reshape(-1, 5)\n",
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| 1286 |
"tmpy = y_i_for_pysr.detach().numpy().reshape(-1)\n",
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| 1287 |
+
"idx2 = np.random.randint(0, tmpy.shape[0], size=500)\n",
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| 1288 |
"\n",
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| 1289 |
"model = PySRRegressor(\n",
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" niterations=20,\n",
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